%!PS-Adobe-3.0 %%Title: (total) %%Creator: (ClarisWorks: LaserWriter 8 F2-8.5.1) %%CreationDate: (13:14 samedi 12 f\216vrier 2000) %%For: (Damien) %%Routing: (mailto:\000D.Guillaume@qub.ac.uk) %%Pages: 131 %%DocumentFonts: Times-Bold Times-Italic Times-Roman Sydney Times-BoldItalic Helvetica-Bold Helvetica Courier Symbol Courier-Bold %%DocumentNeededFonts: Times-Bold Times-Italic Times-Roman Times-BoldItalic Helvetica-Bold Helvetica Courier Symbol Courier-Bold %%DocumentSuppliedFonts: Sydney %%DocumentData: Clean7Bit %%PageOrder: Ascend %%LanguageLevel: 2 %%Orientation: Portrait %%DocumentMedia: Default 595 842 0 () () %ADO_ImageableArea: 17 22 577 819 %%EndComments %%BeginDefaults %%ViewingOrientation: 1 0 0 1 %%EndDefaults userdict/dscInfo 5 dict dup begin /Title(total)def /Creator(ClarisWorks: LaserWriter 8 F2-8.5.1)def /CreationDate(13:14 samedi 12 f\216vrier 2000)def /For(Damien)def /Pages 131 def end put /md 366 dict def md begin/currentpacking where {pop /sc_oldpacking currentpacking def true setpacking}if %%BeginFile: lw8_basic-2.3 %%Copyright: Copyright 1990-1997 Adobe Systems Incorporated and Apple Computer Incorporated. All Rights Reserved. /bd{bind def}bind def /xdf{exch def}bd /xs{exch store}bd /ld{load def}bd /Z{0 def}bd /T/true /F/false /:L/lineto /lw/setlinewidth /:M/moveto /rl/rlineto /rm/rmoveto /:C/curveto /:T/translate /:K/closepath /:mf/makefont /gS/gsave /gR/grestore /np/newpath 14{ld}repeat /framewidth -1 def /QDframwid -1 def /numframes Z /mTS matrix def /$m matrix def /av 85 def /por T def /normland F def /psb-nosave{}def /pse-nosave{}def /us Z /psb{/us save store}bd /pse{us restore}bd /level2 /languagelevel where { pop languagelevel 2 ge }{ F }ifelse def /level3 /languagelevel where { pop languagelevel 3 ge }{ F }ifelse def /odictstk Z /oopstk Z /fcl { count oopstk sub dup 0 gt { {pop}repeat }{ pop }ifelse countdictstack odictstk sub dup 0 gt { {end}repeat }{ pop }ifelse }bd /sfcl2 { /odictstk countdictstack store count/oopstk xs }bd /efcl2 { stopped{$error/newerror F put}if fcl }bd /noload Z /startnoload { {/noload save store}if }bd /endnoload { {noload restore}if }bd level2 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mul adjRect }repeat pop pop pop pop gR }bd /$c devr def /rectclip where { pop/rC/rectclip ld }{ /rC { np 4 2 roll :M 1 index 0 rl 0 exch rl neg 0 rl :K clip np }bd }ifelse /rectfill where { pop/rF/rectfill ld }{ /rF { gS np 4 2 roll :M 1 index 0 rl 0 exch rl neg 0 rl fill gR }bd }ifelse /rectstroke where { pop/rS/rectstroke ld }{ /rS { gS np 4 2 roll :M 1 index 0 rl 0 exch rl neg 0 rl :K stroke gR }bd }ifelse %%EndFile level3 startnoload %%BeginFile: lw8_safeclipL12-1.0 /rectclip where { pop/rCa/rectclip ld }{ /rCa { np 0 1 index length 4 idiv { 2 copy 4 getinterval aload pop 4 2 roll :M 1 index 0 rl 0 exch rl neg 0 rl :K 4 add }repeat clip np pop pop }bd }ifelse /savedstack Z /subsavedstack Z /execstring Z /saferCa { /execstring xs /odictstk countdictstack store /oopstk 0 store count 0 ne { savedstack 0 eq{ count 100 gt{count}{100}ifelse array/savedstack xs }{ count savedstack length gt { count array/savedstack xs }if }ifelse count savedstack 0 3 -1 roll getinterval 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/patDecode Z /:a{ mark 0 0 0 currentcolor savecolor astore pop cleartomark /savecolorspace currentcolorspace store $c setcolorspace /patDecode [currentcolor counttomark dup 2 add 1 roll cleartomark[exch {0 1}repeat] def }bd /:e{ savecolorspace setcolorspace mark savecolor aload pop setcolor cleartomark }bd /initQDpatterns { gS initmatrix mT dup 4 get exch 5 get :T 1 0 dtransform round exch round exch idtransform dup mul exch dup mul exch add sqrt 0 1 dtransform round exch round exch idtransform dup mul exch dup mul exch add sqrt neg scale 0 por not{90 add}if normland{180 add}if rotate matrix currentmatrix gR /pmtx xs :a }bd /:t { 14 dict begin /BGnd xdf /FGnd xdf /PaintData xdf /PatternType 1 def /PaintType 1 def /BBox[0 0 1 1]def /TilingType 1 def /XStep 1 def /YStep 1 def /PatternMtx[24 0 0 24 0 0]def /PaintProc BGnd null ne { { begin BGnd aload pop :F 0 0 1 1 rF FGnd aload pop :F 24 24 T PatternMtx PaintData imagemask end } }{ { begin FGnd aload pop :F 24 24 T PatternMtx PaintData imagemask end } }ifelse def currentdict PatternMtx end $c setcolorspace gS pmtx setmatrix makepattern gR }bd /:u { 14 dict begin /$d 8 dict def /PatternType 1 def /PaintType 1 def /BBox[0 0 1 1]def /TilingType 1 def /XStep 1 def /YStep 1 def /PaintData xdf /PatHeight xdf /PatWidth xdf /PatternMtx[PatWidth 0 0 PatHeight 0 0]def $d begin /ImageType 1 def /MultipleDataSource F def /Height PatHeight def /Width PatWidth def /Decode patDecode def /ImageMatrix PatternMtx def /DataSource PaintData def /BitsPerComponent 8 def end /PaintProc { begin $d image end }def currentdict PatternMtx end gS $c setcolorspace pmtx setmatrix makepattern gR }bd /bk[1 1 1]def /fg[0 0 0]def /:b{ :t setpattern pop pop }bd /:d{ :t setpattern 10{pop}repeat }bd /:c{ :u setpattern 10{pop}repeat }bd %%EndFile %%BeginFile: lw8_level2_basicimage-2.1 /$j 10 dict dup begin /ImageType 1 def /MultipleDataSource F def end def /im_save Z /setupimageproc Z /polarity Z /smoothflag Z /bpc Z /ih Z /iw Z /datatype Z /xtraData Z 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xs /setupimageproc{ //binarydataproc //asciidataproc //rledataproc //rlea85dataproc { currentfile/ASCII85Decode filter } { currentfile/DCTDecode filter } { currentfile/ASCII85Decode filter/DCTDecode filter } { currentfile 4 dict dup begin/Columns iw def/Rows ih def/DamagedRowsBeforeError ih def/BlackIs1 T def end/CCITTFaxDecode filter } { currentfile/ASCII85Decode filter 4 dict dup begin/Columns iw def/Rows ih def/DamagedRowsBeforeError ih def/BlackIs1 T def end/CCITTFaxDecode filter } { currentfile 5 dict dup begin/K -1 def/Columns iw def/Rows ih def/DamagedRowsBeforeError ih def/BlackIs1 T def end/CCITTFaxDecode filter } { currentfile/ASCII85Decode filter 5 dict dup begin/K -1 def/Columns iw def/Rows ih def/DamagedRowsBeforeError ih def/BlackIs1 T def end/CCITTFaxDecode filter } { currentfile 5 dict dup begin/K 1 def/Columns iw def/Rows ih def/DamagedRowsBeforeError ih def/BlackIs1 T def end/CCITTFaxDecode filter } { currentfile/ASCII85Decode filter 5 dict dup begin/K 1 def/Columns iw def/Rows ih def/DamagedRowsBeforeError ih def/BlackIs1 T def end/CCITTFaxDecode filter } //mibinary //miascii //mirle //mirlea85 }datatype get store { [1 0] }{ [0 1] }ifelse /polarity xs /smoothflag xs concat xtraData { 0 0 1 1 rC }if /$z xs /bpc xs xtraData{4 add}if /ih xs /iw xs datatype 13 ge { /$z $z string store /$zdump iw 7 add 8 idiv string store }if $c setcolorspace }bd /:j{im_save restore}bd /mkimgmtx { xtraData { [Width 0 0 Height 4 sub 0 2] }{ [Width 0 0 Height 0 0] }ifelse }bd /do1img { $j dup begin /Width iw def /Height ih def /Decode polarity def /ImageMatrix mkimgmtx def /DataSource setupimageproc def /BitsPerComponent 1 def /Interpolate smoothflag def end imagemask }bd /:g { 1 G 0 1 1 idtransform abs exch pop 1 1 rF 0 G do1img }bd /:h { :Fx 0 1 1 idtransform abs exch pop 1 1 rF :Fx do1img }bd /:i { :Fx do1img }bd level3 dup startnoload /:hm/:h ld dup endnoload not dup startnoload /domskimage { 4 dict begin /ImageType 3 def /InterleaveType 2 def /MaskDict $j begin /Width iw def /Height ih def /ImageMatrix mkimgmtx def /BitsPerComponent 1 def /Decode[1 0]def /Interpolate smoothflag def currentdict end def MaskDict dup length 1 add dict copy begin /Decode exch def /BitsPerComponent bpc def /DataSource setupimageproc def /DataDict currentdict end def currentdict end image }bd /clraray Z /:hm { ] /clraray 2 array store clraray polarity 0 get 3 -1 roll put ]clraray polarity 1 get 3 -1 roll put [/Indexed $c 1{clraray exch get aload pop}bind]setcolorspace [1 0] domskimage }bd endnoload %%EndFile %%BeginFile: lw8_level2_colorimage-2.1 /rgbclut Z /hival Z /bpc2h { bpc dup 8 eq { pop 255 }{ 4 eq { 15 }{ 3 }ifelse }ifelse }bd /:k { /rgbclut xs pop /hival bpc2h store [/Indexed $c hival rgbclut]setcolorspace $j dup begin /Width iw def /Height ih def /Decode[0 hival]def /ImageMatrix[iw 0 0 ih 0 0]def /DataSource setupimageproc def /BitsPerComponent bpc def /Interpolate smoothflag def end image }bd /:l { $j dup begin /Width iw def /Height ih def /Decode[[currentcolor]length{0 1}repeat]def /ImageMatrix[iw 0 0 ih 0 0]def /DataSource setupimageproc def /BitsPerComponent 8 def /Interpolate smoothflag def end image }bd /:x { /DeviceGray setcolorspace :l }bd level3 dup startnoload /:lm/:l ld /:xm/:x ld /:km/:k ld dup endnoload not dup startnoload /:km { /rgbclut xs pop /hival bpc2h store [/Indexed $c hival rgbclut]setcolorspace [0 hival]domskimage }bd /:lm { [[currentcolor]length{0 1}repeat] domskimage }bd /:xm { /DeviceGray setcolorspace :lm }bd /dockeyimg { $j begin /ImageType 4 def /Decode exch def /MaskColor exch def /Width iw def /Height ih def /ImageMatrix mkimgmtx def /BitsPerComponent bpc def /Interpolate smoothflag def /DataSource setupimageproc def currentdict end image }bd /:lt { [0 1 0 1 0 1] dockeyimg }bd /:kt { /rgbclut xs pop /hival bpc2h store [/Indexed $c hival rgbclut]setcolorspace [0 hival] dockeyimg }bd endnoload %%EndFile %%BeginFile: lw8_uniform_graphics-2.0 /@a { np :M 0 rl :L 0 exch rl 0 rl :L fill }bd /@b { 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Z /$s Z /$o 1. def /2state? F def /ps Z level2 startnoload /pushcolor/currentrgbcolor ld /popcolor/setrgbcolor ld /setcmykcolor where { pop/currentcmykcolor where { pop/pushcolor/currentcmykcolor ld /popcolor/setcmykcolor ld }if }if level2 endnoload level2 not startnoload /pushcolor { currentcolorspace $c eq { currentcolor currentcolorspace T }{ currentcmykcolor F }ifelse }bd /popcolor { { setcolorspace setcolor }{ setcmykcolor }ifelse }bd level2 not endnoload /pushstatic { 2state? $o $t $p $s $cs ps }bd /popstatic { /ps xs /$cs xs /$s xs /$p xs /$t xs /$o xs /2state? xs }bd /pushgstate { currentpoint pushcolor currentlinewidth currentlinecap currentlinejoin currentdash exch aload length np clippath pathbbox $m currentmatrix aload pop }bd /popgstate { $m astore setmatrix 2 index sub exch 3 index sub exch rC array astore exch setdash setlinejoin setlinecap lw popcolor np :M }bd /bu { errordict/nocurrentpoint{pop 0 0}put 2state? { pushgstate gR }if pushgstate gR pushgstate pushstatic pm restore mTS setmatrix }bd /bn { /pm save store popstatic popgstate gS popgstate 2state? { gS popgstate }if }bd /cpat{pop 64 div setgray 8{pop}repeat}bd %%EndFile %%BeginFile: lw8_basic_text-2.0 /S/show ld /A{ 0.0 exch ashow }bd /R{ 0.0 exch 32 exch widthshow }bd /W{ 0.0 3 1 roll widthshow }bd /J{ 0.0 32 4 2 roll 0.0 exch awidthshow }bd /V{ 0.0 4 1 roll 0.0 exch awidthshow }bd /fcflg T def /fc{ fcflg{ vmstatus exch sub 50000 lt{ (%%[ Warning: Running out of memory ]%%\r)print flush/fcflg F store }if pop }if }bd /$f[1 0 0 -1 0 0]def /:ff{$f :mf}bd /MacEncoding StandardEncoding 256 array copy def MacEncoding dup 9/space put dup 39/quotesingle put 96/grave put /Adieresis/Aring/Ccedilla/Eacute/Ntilde/Odieresis/Udieresis/aacute /agrave/acircumflex/adieresis/atilde/aring/ccedilla/eacute/egrave /ecircumflex/edieresis/iacute/igrave/icircumflex/idieresis/ntilde/oacute /ograve/ocircumflex/odieresis/otilde/uacute/ugrave/ucircumflex/udieresis /dagger/degree/cent/sterling/section/bullet/paragraph/germandbls /registered/copyright/trademark/acute/dieresis/notequal/AE/Oslash /infinity/plusminus/lessequal/greaterequal/yen/mu/partialdiff/summation /product/pi/integral/ordfeminine/ordmasculine/Omega/ae/oslash /questiondown/exclamdown/logicalnot/radical/florin/approxequal/Delta/guillemotleft /guillemotright/ellipsis/space/Agrave/Atilde/Otilde/OE/oe /endash/emdash/quotedblleft/quotedblright/quoteleft/quoteright/divide/lozenge /ydieresis/Ydieresis/fraction/currency/guilsinglleft/guilsinglright/fi/fl /daggerdbl/periodcentered/quotesinglbase/quotedblbase/perthousand /Acircumflex/Ecircumflex/Aacute/Edieresis/Egrave/Iacute/Icircumflex/Idieresis/Igrave /Oacute/Ocircumflex/apple/Ograve/Uacute/Ucircumflex/Ugrave/dotlessi/circumflex/tilde /macron/breve/dotaccent/ring/cedilla/hungarumlaut/ogonek/caron MacEncoding 128 128 getinterval astore pop level2 startnoload /copyfontdict { findfont dup length dict begin { 1 index/FID ne{def}{pop pop}ifelse }forall }bd /$ckeyd md def /:skey { 1 index maxlength 2 index length sub ge { begin /$mkeys 20 dict def /$mkeys load end dup/$ckeyd xs }if 3 1 roll put }bd /fD1pass { 40 $ckeyd //md ne { pop 1 }if $ckeyd exch :skey }bd /:searchdict Z /:searchdict { exch 2 copy known { get }{ exch/$mkeys get :searchdict }ifelse }bd /lU { //md exch 2 copy known { get }{ exch /$mkeys get :searchdict }ifelse }bd level2 endnoload level2 not startnoload /copyfontdict { findfont dup length dict copy begin }bd /fD1pass/def ld /lU/load ld level2 not endnoload /fD Z /sf Z /scf Z /sf1pass { lU setfont }bd /scf1pass { exch lU exch scalefont fD }bd /scf2pass { scalefont fD }bd md/fontname known not{ /fontname/customfont def }if /Encoding Z /:mre { copyfontdict /Encoding MacEncoding def fontname currentdict end definefont :ff fD }bd /:bsr { copyfontdict /Encoding Encoding 256 array copy def Encoding dup }bd /pd{put dup}bd /:esr { pop pop fontname currentdict end definefont :ff fD }bd /ps Z /fz{/ps xs}bd /cF/currentfont ld /mbf { /makeblendedfont where { pop makeblendedfont 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/Encoding StandardEncoding def /BuildChar { exch begin basefont setfont ( )dup 0 4 -1 roll put dup wi setcharwidth 0 0 :M gS gl dup show gR basefonto setfont show end }def }store :fbase }bd /:mso { /bfproc{ 7 dict begin /basefont xdf /FontType 3 def /FontMatrix[1 0 0 1 0 0]def /FontBBox[0 0 1 1]def /Encoding StandardEncoding def /BuildChar { exch begin sD begin /dxa 1 ps div def basefont setfont ( )dup 0 4 -1 roll put dup wi 1 index 0 ne { exch dxa add exch }if setcharwidth dup 0 0 ms dup dxa 0 ms dup dxa dxa ms dup 0 dxa ms gl dxa 2. div dup ms end end }def }store :fbase }bd /:ms { /bfproc{ dup dup length 2 add dict begin { 1 index/FID ne 2 index/UniqueID ne and{def}{pop pop}ifelse }forall /PaintType 2 def /StrokeWidth .012 0 FontMatrix idtransform pop def /customfont currentdict end definefont 8 dict begin /basefonto xdf /basefont xdf /FontType 3 def /FontMatrix[1 0 0 1 0 0]def /FontBBox[0 0 1 1]def /Encoding StandardEncoding def /BuildChar { exch begin sD begin /dxb .05 def basefont 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}store :fbase }bd /italicmtx[1 0 -.212557 1 0 0]def /:mi { italicmtx :mf fD }bd /:v { [exch dup/FontMatrix get exch dup/FontInfo known { /FontInfo get dup/UnderlinePosition known { dup/UnderlinePosition get 2 index 0 3 1 roll transform exch pop }{ .1 }ifelse 3 1 roll dup/UnderlineThickness known { /UnderlineThickness get exch 0 3 1 roll transform exch pop abs }{ pop pop .067 }ifelse }{ pop pop .1 .067 }ifelse ] }bd /$t Z /$p Z /$s Z /:p { aload pop 2 index mul/$t xs 1 index mul/$p xs .012 mul/$s xs }bd /:m {gS 0 $p rm $t lw 0 rl stroke gR }bd /:n { gS 0 $p rm $t lw 0 rl gS gl stroke gR strokepath $s lw /setstrokeadjust where{pop currentstrokeadjust T setstrokeadjust stroke setstrokeadjust }{ stroke }ifelse gR }bd /:o {gS 0 $p rm $t 2 div dup rm $t lw dup 0 rl stroke gR :n }bd %%EndFile /currentpacking where {pop sc_oldpacking setpacking}if end %%EndProlog %%BeginSetup md begin /fD/def ld/sf/setfont ld /scf/scf2pass ld sfcl{ %%BeginFeature: *InputSlot Upper %%EndFeature }efcl sfcl{ %%BeginFeature: *ManualFeed False level2 {1 dict dup /ManualFeed false put setpagedevice}{statusdict begin /manualfeed false store end} ifelse %%EndFeature }efcl sfcl{ %%BeginFeature: *PageRegion A4 level2 { 2 dict dup /PageSize [595 842] put dup /ImagingBBox null put setpagedevice }{ /a4 where {pop a4}{a4R} ifelse } ifelse %%EndFeature }efcl (Damien)setjob /mT[1 0 0 -1 17 819]def initQDpatterns /sD 16 dict def 600 level2{1 dict dup/WaitTimeout 4 -1 roll put setuserparams}{statusdict/waittimeout 3 -1 roll put}ifelse %%IncludeFont: Times-Bold /f133/Times-Bold :mre /f149 f133 18 scf %%IncludeFont: Times-Italic /f164/Times-Italic :mre /f181 f164 18 scf %%IncludeFont: Times-Roman /f196/Times-Roman :mre /f213 f196 18 scf /f228 f196 9 scf /f243 f164 9 scf fc %%BeginFont: Sydney %!PS-TrueTypeFont-65536-65536-1 25 dict begin /FontName /Sydney def /Encoding 256 array 0 1 255{1 index exch/.notdef put}for dup 0 /.null put dup 8 /.null put dup 9 /.space put dup 13 /.space put dup 29 /.null put dup 32 /space put dup 33 /exclam put dup 34 /quotedbl put dup 35 /numbersign put dup 36 /dollar put dup 37 /percent put dup 38 /ampersand put dup 39 /quotesingle put dup 40 /parenleft put dup 41 /parenright put dup 42 /asterisk put dup 43 /plus put dup 44 /comma put dup 45 /hyphen put dup 46 /period put dup 47 /slash put dup 48 /zero put dup 49 /one put dup 50 /two put dup 51 /three put dup 52 /four put dup 53 /five put dup 54 /six put dup 55 /seven put dup 56 /eight put dup 57 /nine put dup 58 /colon put dup 59 /semicolon put dup 60 /less put dup 61 /equal put dup 62 /greater put dup 63 /question put dup 64 /at put dup 65 /A put dup 66 /B put dup 67 /C put dup 68 /D put dup 69 /E put dup 70 /F put dup 71 /G put dup 72 /H put dup 73 /I put dup 74 /J put dup 75 /K put dup 76 /L put dup 77 /M put dup 78 /N put dup 79 /O put dup 80 /P put dup 81 /Q put dup 82 /R put dup 83 /S put dup 84 /T put dup 85 /U put dup 86 /V put dup 87 /W put dup 88 /X put dup 89 /Y put dup 90 /Z put dup 91 /bracketleft put dup 92 /backslash put dup 93 /bracketright put dup 94 /asciicircum put dup 95 /underscore put dup 96 /grave put dup 97 /a put dup 98 /b put dup 99 /c put dup 100 /d put dup 101 /e put dup 102 /f put dup 103 /g put dup 104 /h put dup 105 /i put dup 106 /j put dup 107 /k put dup 108 /l put dup 109 /m put dup 110 /n put dup 111 /o put dup 112 /p put dup 113 /q put dup 114 /r put dup 115 /s put dup 116 /t put dup 117 /u put dup 118 /v put dup 119 /w put dup 120 /x put dup 121 /y put dup 122 /z put dup 123 /braceleft put dup 124 /bar put dup 125 /braceright put dup 126 /asciitilde put dup 162 /cent put dup 202 /nobreakspace put readonly def /PaintType 0 def /fcheckload{{pop}{save 3 dict begin/mystring 2050 string def exch/endstring exch def{currentfile mystring readline not{stop}if endstring eq{exit}if}loop end restore}ifelse}bind def userdict/type42known known not{/type42known systemdict/resourcestatus known{42/FontType resourcestatus{pop pop 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end } def end } bind def /bcarray where { pop bcarray 2 { /da 4 ps div def df setfont gsave cs wi 1 index 0 ne{exch da add exch}if grestore setcharwidth cs 0 0 smc da 0 smc da da smc 0 da smc c gray { gl} {1 setgray}ifelse da 2. div dup moveto show }bind put } if % % Used to snap to device pixels, 1/4th of the pixel in. /stp { % x y pl x y % Snap To Pixel, pixel (auto stroke adjust) transform 0.25 sub round 0.25 add exch 0.25 sub round 0.25 add exch itransform } bind def /snapmoveto { % x y m - % moveto, auto stroke adjust stp moveto } bind def /snaplineto { % x y l - % lineto, auto stroke adjust stp lineto } bind def %%EndSetup %%Page: 1 1 %%BeginPageSetup initializepage (Damien ; page : 1 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 179 76 :M f149 sf 3.808 .381(Universit\216 Louis-Pasteur)J 168 95 :M 3.109 .311(Observatoire Astronomique)J 256 152 :M f181 sf .601(Thesis)A 214 190 :M f213 sf .823 .082(to obtain the title)J f228 sf .074(\312)A f213 sf (:)S 181 209 :M f149 sf 3.373 .337(Doctor of Philosophy of)J 169 228 :M 2.42 .242(the University Strasbourg I)J 55 266 :M f181 sf .478(Discipline)A f243 sf .145(\312)A f181 sf .387(:)A f213 sf .264 .026( )J f149 sf 3.156 .316(Astronomy, Computer Science Applications)J 171 304 :M f213 sf .533 .053(defended on January 21, 2000)J 272 342 :M f181 sf (by)S 204 361 :M f149 sf 3.41 .341(Damien Guillaume)J 76 422 :M f283 sf 8.277 .828(DISTRIBUTED INFORMATION RETRIEVAL, )J 63 453 :M 6.982 .698(SEARCH AND PROCESSING IN ASTRONOMY)J 122 533 :M f317 sf 3.542 .354(Thesis supervisor)J f332 sf .166(\312)A f317 sf .442(:)A f213 sf 1.939 .194( Prof. Fionn Murtagh)J 205 590 :M f317 sf 4.98 .498(Examining board)J f332 sf .215(\312)A f317 sf (:)S 201 628 :M f213 sf .791 .079(Prof. Daniel Egret, President)J 201 647 :M .665 .066(Prof. Fionn Murtagh)J 201 666 :M .613 .061(Dr. Fran\215ois Ochsenbein)J 201 685 :M .673 .067(Dr. Miguel Albrecht)J 201 704 :M .682 .068(Prof. Jerzy Korczak)J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (1)S gR endp showpage %%Page: 2 2 %%BeginPageSetup initializepage (Damien ; page : 2 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 72 :M f390 sf 3.514 .351(ABSTRACT in English)J 76 85 :M f405 sf 1.435 .143(The thesis aims at improving information retrieval and knowledge discovery in astronomy. While good )J 40 97 :M .521 .052(solutions exist to store and process purely unstructured data, strictly structured data, or graphic multimedia objects, a )J 40 109 :M .07 .007(better support was needed for documents mixing structured, unstructured data, and multimedia objects. Also, a standard )J 40 121 :M .425 .042(metadata syntax was required. Based on the concept of object-oriented information, and on flexible data and software )J 40 133 :M -.01(structures, the solutions tested in the course of the thesis provide a better way of exchanging data and searching it.)A 76 145 :M 1.94 .194(With XML, a new meta-language providing a uniform, flexible yet rigorous way of storing complex )J 40 157 :M -.038(multimedia data and metadata, a new language for astronomical data and metadata has been created: AML, Astronomical )A 40 169 :M .362 .036(Markup Language. AML is composed of a number of objects \(currently: astronomical object, article, image, table, set )J 40 181 :M -.011(of tables, person and project\) that can be expressed in a unified way. AML uses a standard linking system, it is designed )A 40 193 :M .034 .003(to handle scientific data, and it provides customisation possibilities.)J 76 205 :M .112 .011(A Java browser has been created to display these objects, and the many links between them can be followed to )J 40 217 :M 1.133 .113(navigate through a collection. A knowledge discovery application is the )J 350 217 :M f420 sf 2.983 .298(AML map)J f405 sf 1.532 .153(: a set of AML documents is )J 40 229 :M .134 .013(clustered with the information residing in the links between the documents, and the available keywords. This clustering )J 40 241 :M .201 .02(is done with an improved graph-partitioning algorithm, and the resulting synthetic classification can be browsed with a )J 40 253 :M -.024(semantic map interface linked to the AML browser.)A 76 265 :M -.012(Existing distributed search frameworks \(Harvest, Ingrid and Emerge\) have been extended to make use of AML, )A 40 277 :M -.024(and applied to collections of AML documents, thus providing a way to search through various heterogeneous datasets.)A 76 289 :M .48 .048(Finally, efforts were made to promote XML to the astronomical community, apply the new developments in )J 40 301 :M -.056(existing data centres, and work on the adoption of new standards.)A 40 328 :M f390 sf 3.429 .343(ABSTRACT in French)J 76 341 :M f405 sf 1.066 .107(L'objectif de la th\217se est de d\216finir les moyens d'am\216liorer la recherche d'information et la d\216couverte de )J 40 353 :M .058 .006(connaissances en astronomie. Alors que de bonnes solutions existent pour stocker et traiter des donn\216es non structur\216es, )J 40 365 :M .231 .023(des donn\216es structur\216es, ou des objets multim\216dia graphiques, un meilleur support \216tait n\216cessaire pour des documents )J 40 377 :M .532 .053(m\216langeant ces trois types de donn\216es. Une syntaxe standard pour les m\216ta-donn\216es \216tait aussi requise. Bas\216es sur le )J 40 389 :M .444 .044(concept d'orient\216-objet, et sur des structures de donn\216es et de software flexibles, les solutions test\216es pendant la th\217se )J 40 401 :M -.117(d\216finissent une meilleure fa\215on d'\216changer et de rechercher les donn\216es.)A 76 413 :M .417 .042(Avec XML, un nouveau m\216ta-langage fournissant une fa\215on uniforme, flexible et rigoureuse de formater des )J 40 425 :M .207 .021(donn\216es multim\216dia et des m\216ta-donn\216es complexes, un langage pour les donn\216es et m\216ta-donn\216es en astronomie a \216t\216 )J 40 437 :M .804 .08(cr\216\216: AML, Astronomical Markup Language. AML est compos\216 d'objets \(actuellement: objet astronomique, article, )J 40 449 :M -.015(image, table, ensemble de tables, personne et projet\) qui sont exprim\216s de fa\215on unifi\216e.)A 76 461 :M .934 .093(Un navigateur modularis\216 a \216t\216 \216crit en Java pour afficher ces objets. Les nombreux liens entre les objets )J 40 473 :M .715 .071(peuvent \220tre suivis pour naviguer dans une collection. Une application en d\216couvertes de connaissances est la )J f420 sf .673 .067(carte )J 40 485 :M .105(AML)A f405 sf .237 .024(: un ensemble de documents AML est classifi\216 \210 partir des liens entre les documents et des mots-cl\216s disponibles. )J 40 497 :M .755 .075(Cette classification est effectu\216e avec un algorithme am\216lior\216 de partition de graphe, et la classification synth\216tique )J 40 509 :M -.074(r\216sultante peut \220tre utilis\216e avec une interface de carte s\216mantique.)A 76 521 :M .181 .018(Des syst\217mes de recherche distribu\216e existants \(Harvest, Ingrid et Emerge\) ont \216t\216 \216tendus pour utiliser AML, )J 40 533 :M -.083(et appliqu\216s avec succ\217s \210 des collections de documents h\216t\216rog\217nes.)A 76 545 :M 1.482 .148(Finalement, des efforts ont \216t\216 fournis pour promouvoir XML dans la communaut\216 astronomique, pour )J 40 557 :M -.099(appliquer les nouveaux d\216veloppements dans des centres de donn\216es, et pour l\325adoption de nouveaux standards.)A 40 584 :M f390 sf (TITLE in French: )S f435 sf -.002(Recherche, Extraction et Traitement Distribu\216s de l\325Information en Astronomie)A 40 612 :M f390 sf .129(DISCIPLINE:)A f466 sf .06 .006( )J f435 sf .614 .061(Astronomy, Computer Science Applications)J 40 640 :M f390 sf .063(KEYWORDS:)A f466 sf ( )S f435 sf .197 .02([astronomy,] XML, object-oriented, information retrieval, distributed, )J 130 654 :M -.087(classification, semantic map, metadata, knowledge discovery, data mining)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (2)S gR endp showpage %%Page: 3 3 %%BeginPageSetup initializepage (Damien ; page : 3 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 205 76 :M f481 sf 18 u481 :p 150.999 :m .229 .023(SPECIAL THANKS)J 40 108 :M f496 sf .055(to\311)A 1 G np 48 134 :M 51 131 :L 54 134 :L 51 137 :L 48 134 :L eofill 0 G -.016 -.016 48.016 134.016 .016 .016 51 131 @b 51 131.016 -.016 .016 54.016 134 .016 51 131 @a -.016 -.016 51.016 137.016 .016 .016 54 134 @b 48 134.016 -.016 .016 51.016 137 .016 48 134 @a 58 138 :M .57 .057(Fionn Murtagh, from advice to organising workshops on relevant themes)J 1 G np 48 179 :M 51 176 :L 54 179 :L 51 182 :L 48 179 :L eofill 0 G -.016 -.016 48.016 179.016 .016 .016 51 176 @b 51 176.016 -.016 .016 54.016 179 .016 51 176 @a -.016 -.016 51.016 182.016 .016 .016 54 179 @b 48 179.016 -.016 .016 51.016 182 .016 48 179 @a 58 183 :M 3.38 .338(Philippe Poin\215ot, for numerous discussions about knowledge discovery in )J 58 198 :M .113(astronomy)A 1 G np 48 239 :M 51 236 :L 54 239 :L 51 242 :L 48 239 :L eofill 0 G -.016 -.016 48.016 239.016 .016 .016 51 236 @b 51 236.016 -.016 .016 54.016 239 .016 51 236 @a -.016 -.016 51.016 242.016 .016 .016 54 239 @b 48 239.016 -.016 .016 51.016 242 .016 48 239 @a 58 243 :M .57 .057(Paul Francis, for long discussions about search frameworks)J 1 G np 48 284 :M 51 281 :L 54 284 :L 51 287 :L 48 284 :L eofill 0 G -.016 -.016 48.016 284.016 .016 .016 51 281 @b 51 281.016 -.016 .016 54.016 284 .016 51 281 @a -.016 -.016 51.016 287.016 .016 .016 54 284 @b 48 284.016 -.016 .016 51.016 287 .016 48 284 @a 58 288 :M 3.569 .357(Ray Plante, Robert McGrath and Joe Futrelle, building the future digital )J 58 303 :M .268(libraries)A 1 G np 48 344 :M 51 341 :L 54 344 :L 51 347 :L 48 344 :L eofill 0 G -.016 -.016 48.016 344.016 .016 .016 51 341 @b 51 341.016 -.016 .016 54.016 344 .016 51 341 @a -.016 -.016 51.016 347.016 .016 .016 54 344 @b 48 344.016 -.016 .016 51.016 347 .016 48 344 @a 58 348 :M .761 .076(David Dubin, reviewer, for valuable comments to improve this report)J 1 G np 48 389 :M 51 386 :L 54 389 :L 51 392 :L 48 389 :L eofill 0 G -.016 -.016 48.016 389.016 .016 .016 51 386 @b 51 386.016 -.016 .016 54.016 389 .016 51 386 @a -.016 -.016 51.016 392.016 .016 .016 54 389 @b 48 389.016 -.016 .016 51.016 392 .016 48 389 @a 58 393 :M 2.283 .228(Daniel Egret, who inspired me with a training period under his direction to )J 58 408 :M .443 .044(obtain uniform results from queries in the NED and Simbad databases)J 1 G np 48 449 :M 51 446 :L 54 449 :L 51 452 :L 48 449 :L eofill 0 G -.016 -.016 48.016 449.016 .016 .016 51 446 @b 51 446.016 -.016 .016 54.016 449 .016 51 446 @a -.016 -.016 51.016 452.016 .016 .016 54 449 @b 48 449.016 -.016 .016 51.016 452 .016 48 449 @a 58 453 :M 3.499 .35(Fran\215ois Ochsenbein and Miguel Albrecht, who were both reviewers and )J 58 468 :M .574 .057(members of the examining board)J 1 G np 48 509 :M 51 506 :L 54 509 :L 51 512 :L 48 509 :L eofill 0 G -.016 -.016 48.016 509.016 .016 .016 51 506 @b 51 506.016 -.016 .016 54.016 509 .016 51 506 @a -.016 -.016 51.016 512.016 .016 .016 54 509 @b 48 509.016 -.016 .016 51.016 512 .016 48 509 @a 58 513 :M .554 .055(Jerzy Korczak, also a member of the examining board)J 1 G np 48 554 :M 51 551 :L 54 554 :L 51 557 :L 48 554 :L eofill 0 G -.016 -.016 48.016 554.016 .016 .016 51 551 @b 51 551.016 -.016 .016 54.016 554 .016 51 551 @a -.016 -.016 51.016 557.016 .016 .016 54 554 @b 48 554.016 -.016 .016 51.016 557 .016 48 554 @a 58 558 :M .362 .036(Alberto Accomazzi, for an active support of the ADS database)J 1 G np 48 599 :M 51 596 :L 54 599 :L 51 602 :L 48 599 :L eofill 0 G -.016 -.016 48.016 599.016 .016 .016 51 596 @b 51 596.016 -.016 .016 54.016 599 .016 51 596 @a -.016 -.016 51.016 602.016 .016 .016 54 599 @b 48 599.016 -.016 .016 51.016 602 .016 48 599 @a 58 603 :M .639 .064(The speculators who contributed to the exchange rate between the dollar and the )J 58 618 :M 1.978 .198(mark in 1998, that generated a surplus for ADASS\32598, allowing me to get a )J 58 633 :M 4.232 .423(financial support to go to ADASS\32599 and meet many people including )J 58 648 :M .834 .083(researchers of the University of Illinois, where I got a job that let me finish this )J 58 663 :M -.177(thesis)A 40 708 :M .531 .053(\311 and to many other people who contributed, more or less directly, to this thesis)J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (3)S gR endp showpage %%Page: 4 4 %%BeginPageSetup initializepage (Damien ; page : 4 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 188 76 :M f481 sf 18 u481 :p 185.001 :m .287 .029(TABLE OF CONTENTS)J 40 117 :M f511 sf 11.913 1.191(SPECIAL THANKS...................................................................)J 509 117 :M (3)S 40 147 :M 1.371(INTRODUCTION......................................................................)A 509 147 :M (8)S 40 177 :M 5.195 .52(I. OVERVIEW OF IR ISSUES IN ASTRONOMY...........................)J 501 177 :M 2(11)A 76 189 :M f526 sf 11.423 1.142(IR Problems in astronomy.......................................................)J 503 189 :M 2(11)A 112 201 :M f435 sf -.203(Volume of data)A 112 213 :M -.164(Important peculiarities of the data)A 112 225 :M -.137(Individual projects data is usually not available)A 112 237 :M -.119(No universal identifier)A 112 249 :M -.119(Different archives with different formats/software)A 112 261 :M -.188(Limited access to the metadata and the data)A 112 273 :M -.185(Limited scientific queries)A 76 285 :M f526 sf 9.809 .981(Limits of the current solutions..................................................)J 503 285 :M 2(14)A 112 297 :M f435 sf -.33(HTML)A 112 309 :M .17(CGI)A 112 321 :M -.081(Lack of standards)A 112 333 :M -.178(Centralisation)A 40 360 :M f511 sf 10.4 1.04(II. DATA STRUCTURES..........................................................)J 501 360 :M 2(16)A 76 372 :M f526 sf 7.143 .714(Unstructured data \(free text, formatted text\)...................................)J 503 372 :M 2(16)A 76 384 :M 11.839 1.184(Structured data \(field-based\)....................................................)J 503 384 :M 2(16)A 76 396 :M 6.355 .636(Heterogeneous data or with a complex structure...............................)J 503 396 :M 2(16)A 76 408 :M 13.829 1.383(A unified solution................................................................)J 503 408 :M 2(17)A 76 420 :M 1.838(Metadata...........................................................................)A 503 420 :M 2(17)A 112 432 :M f435 sf .114(GILS)A 112 444 :M -.165(Dublin Core)A 112 456 :M -.082(The Dublin Core Workshops)A 40 486 :M f511 sf 12.97 1.297(III. XML...............................................................................)J 501 486 :M 2(20)A 76 498 :M f526 sf 12.264 1.226(The limits of HTML..............................................................)J 503 498 :M 2(20)A 76 510 :M 14.089 1.409(GML and SGML..................................................................)J 503 510 :M 2(20)A 76 522 :M 12.686 1.269(The dawn of XML................................................................)J 503 522 :M 2(20)A 76 534 :M 1.947(Goals..............................................................................)A 503 534 :M 2(21)A 76 546 :M 14.287 1.429(Technical introduction............................................................)J 503 546 :M 2(21)A 112 558 :M f435 sf -.275(Example)A 112 570 :M -.233(Document Type Declaration)A 112 582 :M -.236(Elements)A 112 594 :M -.221(Attributes)A 112 606 :M -.237(Entities)A 112 618 :M -.142(Notation)A 112 630 :M -.247(DTD specification)A 76 642 :M f526 sf 15.057 1.506(Related standards.................................................................)J 503 642 :M 2(23)A 112 654 :M f435 sf -.197(HyTime)A 112 666 :M -.032(XSL, a layout for XML)A 112 678 :M -.046(XPointer)A 112 690 :M -.089(XLink, XML linking language)A 112 702 :M -.107(Namespaces)A 112 714 :M -.169(RDF)A 76 726 :M f526 sf 10.308 1.031(Practical considerations)J f541 sf .57(\312)A f526 sf 7.126 .713(: using XML today....................................)J 503 726 :M 2(27)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (4)S gR endp showpage %%Page: 5 5 %%BeginPageSetup initializepage (Damien ; page : 5 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 112 71 :M f435 sf -.22(creating/editing)A 112 83 :M -.138(visualisation)A 76 95 :M f526 sf 4.953 .495(Representing XML documents in a programming language...................)J 503 95 :M 2(28)A 112 107 :M f435 sf -.997(DOM)A 112 119 :M -.204(A simplified interface)A 76 131 :M f526 sf 9.236 .924(Implementation of an XML parser...............................................)J 503 131 :M 2(30)A 112 143 :M f435 sf (SAX)S 112 155 :M -.149(A simplified XML parser)A 76 167 :M f526 sf 6.416 .642(Thoughts and perspectives on the use of XML.................................)J 503 167 :M 2(31)A 112 179 :M f435 sf -.111(Adding content to a structured document, or adding markup to a text ?)A 112 191 :M -.128(XML islands in HTML)A 112 203 :M -.134(An XML Tower of Babel ?)A 112 215 :M -.194(The political side)A 112 227 :M -.122(XML and databases)A 40 257 :M f511 sf 9.475 .947(IV. SOFTWARE STRUCTURES.................................................)J 501 257 :M 2(34)A 76 269 :M f526 sf 1.907(History............................................................................)A 503 269 :M 2(34)A 76 281 :M 12.173 1.217(The object-oriented concept......................................................)J 503 281 :M 2(34)A 76 293 :M 9.753 .975(The foundation of the Internet...................................................)J 503 293 :M 2(35)A 112 305 :M f435 sf -.109(Internet history)A 112 317 :M (TCP/IP)S 112 329 :M -.173(The World-Wide-Web)A 112 341 :M -.178(Interface-oriented data)A 112 353 :M -.127(Communication with a server)A 112 365 :M -.213(Interactive interface)A 112 377 :M -.192(Data-oriented information)A 76 389 :M f526 sf 14.729 1.473(Distributed Objects...............................................................)J 503 389 :M 2(38)A 76 401 :M 6.921 .692(The Common Object Request Broker \(CORBA\)................................)J 503 401 :M 2(38)A 112 413 :M f435 sf -.261(The OMG Object Model)A 112 425 :M -.109(The Basic Mechanics of issuing a request)A 76 437 :M f526 sf 3.469 .347(The link between the object-oriented concept and data structuring...........)J 503 437 :M 2(39)A 76 449 :M 11.196 1.12(Artificial Intelligence Structures................................................)J 503 449 :M 2(40)A 76 461 :M 3.031 .303(Interest for distributed frameworks, self-organisation and)J 76 473 :M 14.144 1.414(automatic classification..........................................................)J 503 473 :M 2(41)A 76 485 :M 6.7 .67(Software structure and data structure proposed................................)J 503 485 :M 2(42)A 40 515 :M f511 sf 5.769 .577(V. THE ASTRONOMICAL MARKUP LANGUAGE........................)J 501 515 :M 2(44)A 76 527 :M f526 sf 8.298 .83(AML, a scientific application of XML..........................................)J 503 527 :M 2(44)A 112 539 :M f435 sf -.127(Science requirements for data formats)A 112 551 :M -.137(Is XML suitable for scientific data ?)A 112 563 :M -.306(AML)A f556 sf -.069(\312)A f435 sf -.194(: Astronomical Markup Language)A 76 575 :M f526 sf 13.778 1.378(The AML browser................................................................)J 503 575 :M 2(47)A 112 587 :M f435 sf -.098(User Interface)A 112 599 :M -.229(Implementation)A 112 611 :M -.098(Integration with other software)A 40 638 :M f511 sf 9.729 .973(VI. THE AML MAPS...............................................................)J 501 638 :M 2(54)A 76 650 :M f526 sf 10.907 1.091(Clustering of AML documents...................................................)J 503 650 :M 2(54)A 112 662 :M f435 sf -.099(Discovering Knowledge by Using the Links)A f556 sf (\312)S f435 sf -.096(: A Problem of Visualisation)A 112 674 :M -.128(Graph-Partitioning Algorithm and Its Visualisation)A 112 686 :M -.188(Examples)A 112 698 :M -.084(Enhancing the Clustering by Adding Keyword Links)A 112 710 :M -.137(Map Implementation Issues)A 76 722 :M f526 sf 10.667 1.067(Comparison with Kohonen maps................................................)J 503 722 :M 2(62)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (5)S gR endp showpage %%Page: 6 6 %%BeginPageSetup initializepage (Damien ; page : 6 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 112 71 :M f435 sf -.017(Search by keywords)A 112 83 :M -.065(Kohonen map)A 112 95 :M -.17(AML map on a collection of documents)A 112 107 :M -.177(AML map from a given document)A 112 119 :M -.128(Comparison between the Kohonen map and the AML map)A 112 131 :M -.111(Combining both techniques)A 112 143 :M -.074(Conclusion)A 76 155 :M f526 sf 6.109 .611(The Alliance project)J f541 sf .467(\312)A f526 sf 5.631 .563(: evaluation of the classification.........................)J 503 155 :M 2(65)A 112 167 :M f435 sf -.243(The Alliance project)A 112 179 :M -.131(The other methods of classification and their objectives)A 112 191 :M -.183(Objectives of the evaluation)A 112 203 :M -.182(The evaluation method)A 112 215 :M -.138(Common elements)A f556 sf (\312)S f435 sf -.113(: dataset and thesaurus)A 112 227 :M -.121(A different choice)A f556 sf (\312)S f435 sf -.128(: keeping the rare keywords)A 112 239 :M -.109(Tests and explanations to the testers)A 76 251 :M f526 sf 9.819 .982(Is distributed partitioning possible?............................................)J 503 251 :M 2(67)A 112 263 :M f435 sf -.139(An approach to distributed partitioning)A 112 275 :M -.142(Cost evaluation)A 112 287 :M -.164(The problem)A 40 314 :M f511 sf 9.313 .931(VII. SEARCH FRAMEWORKS...................................................)J 501 314 :M 2(70)A 76 326 :M f526 sf 1.895(Harvest............................................................................)A 503 326 :M 2(70)A 112 338 :M f435 sf -.273(Application to AML)A 112 350 :M -.146(Example of SOIF attributes for an AML document)A 76 362 :M f526 sf 1.908(Ingrid..............................................................................)A 503 362 :M 2(72)A 112 374 :M f435 sf -.109(What is Ingrid ?)A 112 386 :M -.071(The modifications that were begun for Ingrid, and what was considered)A 112 398 :M -.109(The first results of an indexing of AML documents)A 76 410 :M f526 sf 16.22 1.622(NCSA Emerge.....................................................................)J 503 410 :M 2(78)A 112 422 :M f435 sf .134(Z39.50)A 112 434 :M -.237(Emerge Architecture)A 112 446 :M -.253(Emerge and AML)A 76 458 :M f526 sf 8.425 .842(Possible extensions and future frameworks....................................)J 503 458 :M 2(81)A 112 470 :M f435 sf -.087(Unifying Emerge and Harvest)A 112 482 :M -.082(Using XML and XQL)A 40 509 :M f511 sf 7.333 .733(VIII. OTHER COLLABORATIVE WORK....................................)J 501 509 :M 2(82)A 76 521 :M f526 sf 6.967 .697(The Astronomy Digital Image Library \(ADIL\).................................)J 503 521 :M 2(82)A 112 533 :M f435 sf -.109(Principles)A 112 545 :M -.103(Current organisation)A 112 557 :M -.103(Study of the database in order to improve the structure)A 112 569 :M -.135(Transformation into XML)A 112 581 :M -.096(Use of XSL to create HTML documents)A 76 593 :M f526 sf 6.725 .672(Towards a unification of astronomical metadata...............................)J 503 593 :M 2(92)A 112 605 :M f435 sf -.13(Other developments for XML in Astronomy)A 112 617 :M -.185(The ISAIA project)A 112 629 :M -.227(A meta-profile)A 112 641 :M -.164(Implementation of a profile)A 112 653 :M -.232(Role of AML)A 40 680 :M f511 sf 1.367(CONCLUSIONS......................................................................)A 501 680 :M 2(94)A 40 710 :M 1.381(REFERENCES........................................................................)A 501 710 :M 2(97)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (6)S gR endp showpage %%Page: 7 7 %%BeginPageSetup initializepage (Damien ; page : 7 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f511 sf 1.373(PUBLICATIONS....................................................................)A 493 74 :M 1.5(103)A 40 104 :M 1.298(ACKNOWLEDGMENTS..........................................................)A 493 104 :M 1.5(104)A 40 134 :M 1.401(APPENDICES.......................................................................)A 493 134 :M 1.5(105)A 76 146 :M f526 sf 15.214 1.521(Class xml.XMLTree.............................................................)J 496 146 :M 1.5(105)A 76 158 :M 14.694 1.469(Class xml.Parser_XML.........................................................)J 496 158 :M 1.5(107)A 76 170 :M 16.554 1.655(AML DTD........................................................................)J 496 170 :M 1.5(108)A 76 182 :M 12.348 1.235(Modified noising algorithm.....................................................)J 496 182 :M 1.5(119)A 76 194 :M 1.853(IM2PRE.XSL....................................................................)A 496 194 :M 1.5(120)A 76 206 :M 1.708(IMGPRETMPL.DTD............................................................)A 496 206 :M 1.5(125)A 76 218 :M 1.829(IMTMPL.XSL...................................................................)A 496 218 :M 1.5(127)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (7)S gR endp showpage %%Page: 8 8 %%BeginPageSetup initializepage (Damien ; page : 8 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 213 76 :M f481 sf 18 u481 :p 135.949 :m (INTRODUCTION)S 40 114 :M f435 sf .655 .066(The thesis tries to answer a question originating from the field of astronomy, where massive data )J 40 126 :M .476 .048(collections which are sometimes not compatible, from many different sources, and stored in many )J 40 138 :M -.058(different ways, need to be accessed in the same environment)A f556 sf (\312)S f435 sf -.057(: how is it possible to perform automatic )A 40 150 :M -.134(data mining with these heterogeneous collections ?)A 76 174 :M .694 .069(The special needs of information presentation and processing in astronomy have led to an )J 40 186 :M -.069(early use of the internet. Data exist in large volumes, coming from different kinds of catalogues, from )A 40 198 :M .598 .06(raw satellite data to processed and homogenised catalogues. The specific issues in astronomy this )J 40 210 :M -.072(thesis tries to address, together with the current solutions and their limits, will be presented in the first )A 40 222 :M -.044(chapter.)A 76 246 :M -.057(The present solution to this question is big centralised databases available on the web, such as )A 40 258 :M .812 .081(Simbad \(Wenger et al., 1996, CDS 1999c\), NED \(Schmitz et al., 1995a, IPAC 1999\) and LEDA )J 40 270 :M .492 .049(\(CRAL 1999\) for astronomical objects, ADC \(GSFC 1999\) and VizieR \(CDS 1999a\) for tables or )J 40 282 :M -.018(ADS \(Demleitner et al., 1999, ADS 1999\) for astronomical articles. There are many other databases, )A 40 294 :M .096 .01(with more or less data, and sometimes specialised on a particular subject. It's a huge work to collect )J 40 306 :M .216 .022(the data and to store it all with the same format in one database \(e.g. Ochsenbein et al., 1995\). This )J 40 318 :M -.082(standardisation work is useful, but the centralisation of the data in one server, and therefore its control )A 40 330 :M 1.441 .144(by one institute, cannot be complete. Instead, a distributed database, with an agreement on an )J 40 342 :M .008 .001(independent standard to represent and retrieve information, would allow various institutes to control )J 40 354 :M -.117(their data and let users retrieve all the information in a uniform way.)A 76 378 :M .133 .013(More and more articles and astronomical images are now on-line, adding new kinds of data. )J 40 390 :M .019 .002(The display of images is relatively new on internet and until recently there was no image processing )J 40 402 :M .414 .041(facility on-line. The variety of astronomical data and the high density of the links between them is )J 40 414 :M -.087(another reason for designing a distributed collaborative network.)A 76 438 :M .659 .066(Currently, a user can begin a search by using an object name or its coordinates to retrieve )J 40 450 :M .868 .087(information about an astronomical object. To get a catalogue, the user can choose keywords and )J 40 462 :M .746 .075(initiate a query, or browse a directory of classified catalogues. Most of the time, CGI \(Common )J 40 474 :M 1.553 .155(Gateway Interface\) \(CGI\) programs are linking the HTML pages and the database. The result )J 40 486 :M .538 .054(contains a formatted information, with HTML links to related information on the same server and )J 40 498 :M -.083(related information on other servers)A 210 498 :M f556 sf (\312)S f435 sf -.019(: for instance, an object query in NED or Simbad returns links to )A 40 510 :M .281 .028(the articles where the object has been cited, and these articles are available at the ADS server. This )J 40 522 :M .089 .009(system is fine for users who want do get a simple information, but has limitations caused by HTML )J 40 534 :M -.055(and the CGI, to automate such tasks and use complex queries.)A 76 558 :M .396 .04(Independently from the software, information retrieval can be tremendously improved with )J 40 570 :M .464 .046(better data structures. The differences between data structures will be presented in chapter 2, from )J 40 582 :M -.089(unstructured data such as free text, to structured data used in relational databases.)A 76 606 :M 1.431 .143(Bare data with only free text explanations are of use to humans but cannot be used by )J 40 618 :M -.101(programs to automate tasks. As a consequence, metadata \(data about data\) is of primordial importance )A 40 630 :M -.026(to do anything automatically. When data is exchanged, it is also important to have a common way of )A 40 642 :M -.06(expressing metadata, to know what data is available. Three approaches are studied here)A 455 642 :M f556 sf (\312)S f435 sf .247 .025(: GILS, a big )J 40 654 :M -.1(set of attributes oriented towards literature, the Dublin Core, providing a minimum set of attributes for )A 40 666 :M -.081(all documents, and RDF \(Resource Description Framework\) \(described in the XML section\), a syntax )A 40 678 :M -.081(based on XML to express any metadata.)A 76 702 :M -.058(XML \(Extensible Markup Language\) \(W3C 1999a\), a new markup meta-language defined by )A 40 714 :M .654 .065(the W3C, is a basis for better information retrieval, and is discussed in chapter 3. XML defines a )J 40 726 :M -.06(standard syntax for markup languages, as well as a standard way to define their structure and content. )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (8)S gR endp showpage %%Page: 9 9 %%BeginPageSetup initializepage (Damien ; page : 9 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .962 .096(XML, a simplified version of SGML optimised for the internet, provides a uniform, flexible yet )J 40 83 :M .338 .034(rigorous way of storing complex multimedia data and metadata. )J 356 83 :M .462 .046(Getting the data in HTML is very )J 40 95 :M .008 .001(good for the user interface, but the data retrieved in HTML cannot be used for other work because it )J 40 107 :M -.038(is mixed with interface specifications. XML, instead, allows the formatting of information separately )A 40 119 :M -.077(from user interface specifications)A f556 sf (\312)S f435 sf -.08(: a new language can be created to structure the information without )A 40 131 :M -.093(adding user interface specifications, and a stylesheet document can be used independently to associate )A 40 143 :M 1.192 .119(this new language with a graphical output. XML documents can be used both for browsing \(as )J 40 155 :M 1.069 .107(HTML\) and for reusing information automatically, for instance to search the documents)J f556 sf .099(\312)A f435 sf .681 .068(: object )J 40 167 :M .202 .02(coordinates, for instance, are just a number without meaning if written in HTML, whereas they can )J 40 179 :M 1.889 .189(be identified automatically as longitude and latitude in XML with appropriate tags. After an )J 40 191 :M 2.416 .242(introduction to XML, a number of related standards are presented here)J f556 sf .241(\312)A f435 sf .694 .069(: )J 430 191 :M 2.009 .201(HyTime \(ISO/IEC )J 40 203 :M 1.164 .116(10744:1997\), and the standards defined by the W3C)J f556 sf .111(\312)A f435 sf 1.161 .116(: XSL, XPointer, XLink, Namespaces, and )J 40 215 :M .089 .009(RDF. An XML parser, and a Java interface for XML trees were implemented \(these interfaces were )J 40 227 :M .019 .002(later rendered obsolete by the definition of new standards at the W3C, SAX and DOM\). Many ideas )J 40 239 :M -.049(about the use of XML are also discussed.)A 76 263 :M 2.248 .225(Software structures, studied in chapter 4, are another basis for information retrieval, )J 40 275 :M .074 .007(especially when the data is complex and specific procedures are required to access it. Interfaces and )J 40 287 :M 1.091 .109(object-oriented programming have played a key role in this regard)J 376 287 :M f556 sf .133(\312)A f435 sf 1.174 .117(: an emerging architecture is )J 40 299 :M 1.957 .196(composed of distributed objects, on the internet or intranet, communicating with appropriate )J 40 311 :M -.063(protocols. A link with data structures can be established, for example with the association between an )A 40 323 :M -.06(XML DTD \(a document describing a set of elements and the structure of the data\) or sub-DTD, and a )A 40 335 :M .438 .044(Java object)J f556 sf (\312)S f435 sf .29 .029(: XML is a possible format for serialising objects. A network of objects on the internet, )J 40 347 :M .362 .036(such as the one linking HTML documents, can become self-organising, in the same way that some )J 40 359 :M -.06(neural networks become organised.)A 76 383 :M .222 .022(AML, Astronomical Markup Language, a new language for astronomical data and metadata )J 40 395 :M .14 .014(created in the course of the thesis, will be presented in chapter 5. AML is composed of a number of )J 40 407 :M -.096(objects \(currently)A f556 sf (\312)S f435 sf -.094(: astronomical object, article, image, table, set of tables, person and project\) that can )A 40 419 :M -.038(be expressed in a unified way. It is designed for information retrieval and knowledge discovery, with )A 40 431 :M .067 .007(a standard linking system based on XLink. It is also designed to handle scientific data, and provides )J 40 443 :M .485 .048(customisation possibilities. A Java browser to display these objects, with a different Java class for )J 40 455 :M 1.885 .188(each object, has been created. Each object can be browsed with a specific software module, )J 40 467 :M .271 .027(sometimes performing very specific operations, such as displaying astronomical images. The many )J 40 479 :M .112 .011(links between the objects can be followed, thus allowing a navigation similar to the one used on the )J 40 491 :M -.091(World-Wide-Web.)A 76 515 :M .172 .017(A knowledge discovery application, described in chapter 6, is the AML map)J 447 515 :M f556 sf .062(\312)A f435 sf .359 .036(: a set of AML )J 40 527 :M 2.133 .213(documents is clustered automatically with the information residing in the links between the )J 40 539 :M .331 .033(documents, and the keywords available for some objects. This clustering is done with an improved )J 40 551 :M .58 .058(graph-partitioning algorithm, and the resulting classification can be browsed with a semantic map )J 40 563 :M .751 .075(interface linked to the AML browser. With the data unification provided by AML, this lets users )J 40 575 :M 2.769 .277(cluster various heterogeneous objects in a unique synthetic classification. This method of )J 40 587 :M .142 .014(classification is compared with the Kohonen map method, and an evaluation has begun with people )J 40 599 :M -.078(using Kohonen maps and another method used within the T\216tralogie system.)A 76 623 :M 1.109 .111(As a number of search systems already exist to perform complex distributed searches, it )J 40 635 :M -.025(wasn\325t needed to design a completely new framework. Instead, existing frameworks \(Harvest, Ingrid )A 40 647 :M .032 .003(and Emerge\) have been extended to make use of AML, as described in chapter 7. Harvest is divided )J 40 659 :M 1.032 .103(into 3 software modules)J 162 659 :M f556 sf .132(\312)A f435 sf 1.153 .115(: the client, with the user interface, the gatherer, gathering the indexed )J 40 671 :M -.095(information on each provider site, and the broker, searching through the indexed data to execute client )A 40 683 :M -.055(queries. Ingrid uses a similar framework, but in a more distributed way)A 378 683 :M f556 sf -.061(\312)A f435 sf -.146(: links are created between the )A 40 695 :M .042 .004(resources, so that a search can focus on a sub-graph of the grid, without needing to use the metadata )J 40 707 :M 1.066 .107(for all the resources. Emerge is based on the Z39.50 protocol, to allow complex and interactive )J 40 719 :M -.014(queries to be executed on the different servers. Each extended framework is applied to collections of )A 40 731 :M -.066(AML documents, thus providing a way to search through various heterogeneous datasets.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 278 759 :M f347 sf (9)S gR endp showpage %%Page: 10 10 %%BeginPageSetup initializepage (Damien ; page : 10 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 83 :M f435 sf -.047(Finally, efforts are made to promote XML to the astronomical community, and apply the new )A 40 95 :M .44 .044(developments in existing data centres. In particular, AML is becoming the new internal format for )J 40 107 :M -.147(metadata in the ADIL \(Astronomy Digital Image Library\). This is detailed in the last chapter.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (10)S gR endp showpage %%Page: 11 11 %%BeginPageSetup initializepage (Damien ; page : 11 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .144 .014(I. )J f481 sf 18 u481 :p 356.824 :m .531 .053(OVERVIEW OF IR ISSUES IN ASTRONOMY)J 40 105 :M f571 sf 14 u571 :p 179 :m 3.331 .333(IR Problems in Astronomy)J 40 129 :M f435 sf .348 .035(A number of problems in astronomy make information retrieval difficult among different archives. )J 40 141 :M -.019(These problems have to be solved or avoided in order to do some knowledge discovery. An example )A 40 153 :M 1.086 .109(would be to use various catalogues maintained at different institutes to do statistics with all the )J 40 165 :M -.104(available information. In practice, astronomers usually do not use all the information available, simply )A 40 177 :M .119 .012(because it would require too much work to access, convert and homogenise the data, even though it )J 40 189 :M -.066(could slightly improve the results of a study.)A 40 213 :M f586 sf 3.031 .303(Volume of data)J 76 225 :M f435 sf .056 .006(The volume of the data in astronomy is already very important, and is still growing very fast )J 40 237 :M -.014(\(e.g. Louys et al., 1999\). This forces astronomers to use the best new techniques for data storage and )A 40 249 :M -.071(manipulation, but it is also a constraint on the software used, and can ultimately affect how the data is )A 40 261 :M -.073(retrieved. For instance, it is better to select the useful data before retrieving it, or to process it where it )A 40 273 :M .055 .006(is stored if the process requires all the data but is not very CPU-consuming. This issue\325s importance )J 40 285 :M 2.698 .27(is attested, for example, by the DIMACS workshop \322Massive Datasets in Astronomy and )J 40 297 :M .007 .001(Astrophysics\323, held at Princeton University in May 1998. Metadata can be used in order to facilitate )J 40 309 :M -.104(the manipulation of these big datasets.)A 40 333 :M f586 sf 3.065 .307(Important peculiarities of the data)J 76 345 :M f435 sf -.068(Any data has its peculiarities, like the systematic errors and the uncertainties for intensities, or )A 40 357 :M .277 .028(even more specific problems or features, like the early default of Hubble telescope. It is difficult to )J 40 369 :M -.053(generalise them to store data from different sources together, but a rigourous analysis must take these )A 40 381 :M .77 .077(peculiarities into account. Only a very flexible file format could handle all the different data in a )J 40 393 :M 2.513 .251(uniform way. For databases, this means that object-oriented database management systems )J 40 405 :M .834 .083(\(OODBMS\) are often better suited than relational database management systems \(RDBMS\) \(e.g. )J 40 417 :M .269 .027(Brunner et al., 1995\).)J 40 441 :M f586 sf 3.242 .324(Individual projects data is usually not available)J 76 453 :M f435 sf -.038(Traditionally, teams in astronomy work independantly, and present their results in papers and )A 40 465 :M .593 .059(conferences. They do not publish the reduced data itself in a reusable way)J f556 sf .065(\312)A f435 sf .431 .043(: for instance, even if a )J 40 477 :M .017 .002(table is published in a paper, it has to be retyped to be used electronically \(with possible errors\), and )J 40 489 :M -.059(the other tables that led to the published one after some processing are not directly available. As most )A 40 501 :M 1.079 .108(of the online published data comes from large surveys, leading-edge information resulting from )J 40 513 :M -.074(individual projects is, in practice, unavailable. Their publication could allow a deeper analysis \(Kurtz )A 40 525 :M .201(1995\).)A 40 549 :M f586 sf 4.053 .405(No universal identifier)J 76 561 :M f435 sf -.045(Astronomers often refer to the objects they observe by their names, but there are many names )A 40 573 :M -.027(associated to a single object, which does not simplify the task of researchers. Also, full bibliographic )A 40 585 :M 1.035 .103(references in articles are not always spelled exactly in the same way, so they cannot be used as )J 40 597 :M .272 .027(identifiers. To solve this problem, a unique identifier for astronomical articles was created between )J 40 609 :M -.025(NED, ADS and the CDS, and was used in the web links)A 308 609 :M f556 sf (\312)S f435 sf -.104(: the \322bibcode\323 \(Schmitz et al.,)A 456 609 :M .157 .016( 1995b\). This )J 40 621 :M -.009(19-digits code, although not solving all the problems of identifying bibliographical information, was )A 40 633 :M -.097(the source of many projects requiring a unique identifier.)A 76 645 :M .616 .062(Each time a new catalogue is created, there can be a new name for an astronomical object )J 40 657 :M .368 .037(\(with an abbreviation for the catalogue and a number\), so object names lists have to be maintained )J 40 669 :M 2.601 .26(dynamically, but this task is complex)J 242 669 :M f556 sf .203(\312)A f435 sf 2.303 .23(: associating object names requires cross-correlations )J 40 681 :M .464 .046(procedures between the catalogues. For instance, in December 1999, Simbad returns 20 names for )J 40 693 :M .125 .012(M31, and NED returns 24 names. NED and Simbad also provide an object name resolution service, )J 40 705 :M .143 .014(with a client-server interface, to get the coordinates and the other object names given an objet name )J 40 717 :M .687 .069(\(as well as a few other functions\). Because of the complexity and the usefulness of this task, this )J 40 729 :M -.056(service is often used today by many online softwares.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (11)S gR endp showpage %%Page: 12 12 %%BeginPageSetup initializepage (Damien ; page : 12 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 83 :M f586 sf 4.277 .428(Different archives with different formats/software)J 76 95 :M f435 sf 1.385 .139(Online archives, often gathering data from many catalogues, always have different user )J 40 107 :M 1.306 .131(interfaces with different features. They usually focus on a certain kind of data \(like in a given )J 40 119 :M .034 .003(bandpass\), which explains the differences in the interfaces, but some projects require the use of data )J 40 131 :M -.008(coming from different archives)A f556 sf (\312)S f435 sf -.007(: the data has to be retrieved independantly at the different web sites, )A 40 143 :M .285 .028(and converted when they are not using the same format. The experience of a user trying to find his )J 40 155 :M -.105(path in the \322jungle\323 of astronomical on-line data services is described in \(Egret 1994\).)A 76 167 :M -.145(Many initiatives have tried to solve this problem)A f556 sf -.061(\312)A f435 sf (:)S 40 192 :M f347 sf 2.012 .201(FITS \(FITS\))J 76 204 :M f435 sf -.057(FITS is a standard format for images and tables. It was a starting point for data exchange, and )A 40 216 :M -.029(provided useful customisation possibilities. Though very used, this format is not perfect)A 460 216 :M f556 sf -.061(\312)A f435 sf -.129(: it is limited )A 40 228 :M .846 .085(to particular kinds of data \(images and N-D tables\), and is not very flexible \(it was designed for )J 40 240 :M .924 .092(punch cards, with a header having 80 characters lines without newline character, and a keyword )J 40 252 :M .136 .014(starting each line\). Also, it was designed by and for the astronomical community, and is not used in )J 40 264 :M -.057(other disciplines.)A 40 289 :M f347 sf 1.464 .146(Web interfaces)J 76 301 :M f435 sf .781 .078(The web was a revolution for data exchange in astronomy)J f556 sf .081(\312)A f435 sf .603 .06(: it became easy, for a research )J 40 313 :M .696 .07(group, to create a simple user interface leading to data files, or for an archive center to provide a )J 40 325 :M -.109(universal interface without requiring an installation of software on the client side.)A 76 349 :M -.079(The user interface has improved a lot, changing in ten years from text-only queries and replies )A 40 361 :M -.122(to graphical interfaces with interactive sky maps. An example of graphical user interface improving IR )A 40 373 :M .743 .074(is the Kohonen maps for some astronomical journals)J f556 sf .07(\312)A f435 sf .558 .056(: they present a semantic map of the articles )J 40 385 :M -.083(published in one journal, with the articles clustered together when they have similar keywords.)A 40 410 :M f347 sf 1.122 .112(Web links)J 76 422 :M f435 sf .194 .019(After the initial boom of new web sites, web links began to appear between archive centers, )J 40 434 :M .702 .07(helping the users to move from one site to another in order to search for related information. For )J 40 446 :M .063 .006(instance, an astronomical object on one server will be linked to the articles related to it, and to other )J 40 458 :M -.035(servers providing other kinds of information about this object \(e.g. Lesteven et al., 1998\).)A 40 483 :M f347 sf .437 .044(AstroWeb \(Jackson et al., 1995\))J 76 495 :M f435 sf .407 .041(AstroWeb is a directory of resources in astronomy, specified by their URL. In particular, it )J 40 507 :M -.071(provides links to most of the observatories home pages in a convenient way.)A 40 532 :M f347 sf .895 .09(AstroBrowse \(Heikkila, McGlynn & White, 1999\))J 76 544 :M f435 sf -.005(AstroBrowse is a project to access different resources over the internet, starting with a single )A 40 556 :M .951 .095(query. For instance, a user would provide an object name, and the system would return a list of )J 40 568 :M 1.671 .167(URLs possibly containing information about it. The user can then follow the links instead of )J 40 580 :M -.085(rewriting the query with each interface. There are a few implementations for this project, based on the )A 40 592 :M -.042(use of GLU to maintain the URLs.)A 40 617 :M f347 sf .978 .098(Information search and retrieval systems)J 76 629 :M f435 sf .018 .002(How is the information found now ? The most used way of finding new information today is )J 40 641 :M -.041(perhaps the use of hypertext links)A f556 sf (\312)S f435 sf -.04(: this kind of search is sometimes hazardous, but it is easy to direct )A 40 653 :M -.067(a search and to move very deep into the tree of hypertext documents by refining the search. \322Surfing\323 )A 40 665 :M -.078(has even became a popular fashion.)A 76 689 :M .753 .075(As IR is a matter of communication, the automatic procedures often take inspiration from )J 40 701 :M .48 .048(human-to-human communication, and digitally-enhanced communication could be considered as a )J 40 713 :M -.071(part of the global IR. In particular, email and news are very used today, and are often an efficient way )A 40 725 :M 1.138 .114(of finding information. Documents such as FAQ \(Frequently Asked Questions\) are very useful, )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (12)S gR endp showpage %%Page: 13 13 %%BeginPageSetup initializepage (Damien ; page : 13 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf 2.754 .275(because they can answer your questions even before they are asked, in a human way of )J 40 83 :M -.022(questioning/answering. Based on human dialogues, databases can be created and searched in various )A 40 95 :M 1.246 .125(ways. Mailing lists and automatic information alerts are other examples of IR based on human )J 40 107 :M 1.528 .153(dialogs, and they tend to be more and more \322intelligent\323 with the use of information filtering )J 40 119 :M -.031(techniques.)A 76 143 :M -.09(Also very used on internet are the search engines \(Altavista, Excite, HotBot\311\) and directories )A 40 155 :M 1.436 .144(\(Yahoo, LookSmart, \311\) \(most of these sites now provide the two services\). While directories )J 40 167 :M -.011(provide high-quality sites hierarchically organised where a search is conducted by categories, search )A 40 179 :M -.018(engines provide an access to huge URLs databases searchable by keywords \(either with a boolean or )A 40 191 :M -.125(a statistical method\).)A 40 216 :M f347 sf .865 .087(ADS and ESIS)J 76 228 :M f435 sf .265 .026(ADS \(Astrophysics Data System\) was originally a more ambitious project \(Eichhorn 1994\), )J 40 240 :M .619 .062(similar to the ESIS \(European Space Information Project\) project \(Ansari et al., 1993, Giommi & )J 40 252 :M .795 .079(Ansari, 1995\) in Europe. Both projects were supposed to create a unifying architecture for space )J 40 264 :M 1.638 .164(science data, but they failed to reach this goal and were eventually reduced to a few of their )J 40 276 :M -.067(components \(like VizieR for ESIS, or the bibliographic service for ADS\). It is difficult to know today )A 40 288 :M 1.61 .161(why these projects have not reached their goal, because, unfortunately, most of the published )J 40 300 :M .563 .056(literature is about success stories. However, from informal discussions, it seems that the technical )J 40 312 :M -.005(problems were not the most important ones. When the various components of ESIS were transferred )A 40 324 :M 2.153 .215(to different institutes, a multi-client/multi-server architecture was planned \(Ansari, Donzelli, )J 40 336 :M -.058(Simonsen & Ochsenbein, 1996\). According to an announcement on the ADS server, the restructuring )A 40 348 :M .136 .014(of the ADS was necessitated by continued budgetary pressures within NASA \(ADS 1994\). Another )J 40 360 :M -.015(problem for these two projects was the emergence of the WWW, when most of the software had just )A 40 372 :M -.052(been programmed. Also, as stated in \(Egret & Albrecht, 1995\), \322A key lesson from these experiences )A 40 384 :M -.139(is that the data have to reside and be maintained at the same place where the expertise is located\323.)A 40 409 :M f347 sf .006 .001(GLU \(Fernique, Ochsenbein & Wenger, 1998, CDS 1999b\))J 76 421 :M f435 sf 1.078 .108(GLU is a system able to represent a URL with a name and parameters, and to distribute )J 40 433 :M -.097(automatically the information of the link between the name and the URL among different servers. It is )A 40 445 :M -.059(often used today in astronomy to access CGI programs using a name instead of a URL.)A 40 469 :M f586 sf 2.73 .273(Limited access to the metadata and the data \(as opposed to a visualisation of it\))J 76 481 :M f435 sf .811 .081(Some archives provide search and selection capabilities, or simple processing of the data. )J 40 493 :M -.074(However, the generated data itself is usually not avaible. For instance, a query in VizieR results in an )A 40 505 :M 1.078 .108(HTML document, allowing an easy visualisation of the data, but their is no specification of the )J 40 517 :M -.103(HTML document syntax that would allow a parsing program to retrieve the data automatically, so that )A 40 529 :M -.014(it can be reused in another software)A f556 sf (\312)S f435 sf -.013(: a user has to write the result by hand to use it later. If the result )A 40 541 :M .066 .007(is too big, the user has to download whole catalogs or unprocessed data and execute the selection or )J 40 553 :M -.089(processing again, locally \(which requires some specialised software to be installed locally\).)A 40 577 :M f586 sf 4.305 .43(Limited scientific queries)J 76 589 :M f435 sf .044 .004(Most of the search systems for scientific data on the web do not have any typically scientific )J 40 601 :M .02 .002(feature. This is because most of the freely available software in IR has not been conceived to handle )J 40 613 :M .049 .005(scientific queries, and also because of the lack of standardisation for scientific features. An example )J 40 625 :M -.008(of a \322scientific query\323 in astronomy could be \322select the redshift measurements for MRK334 having )A 40 637 :M .137 .014(uncertainties < 5%\323 \(using \322velocity\323 instead of \322redshift\323 would give the same result, even though )J 40 649 :M 2.025 .202(some archives would store the values under the name \322redshift\323 and others under the name )J 40 661 :M -.099(\322velocity\323\). There is no \322standard query language for scientific data\323, and different sub-disciplines are )A 40 673 :M 1.104 .11(using different \322context metadata\323 in the information they publish \(i.e. metadata residing in the )J 40 685 :M .314 .031(context of the sub-discipline but not defined explicitly\). There has been some experiments to try to )J 40 697 :M -.043(solve this problem \(Pasian & Smareylia, 1998\).)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (13)S gR endp showpage %%Page: 14 14 %%BeginPageSetup initializepage (Damien ; page : 14 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f571 sf 14 u571 :p 205 :m 3.405 .34(Limits of the current solutions)J 40 98 :M f435 sf -.081(The current solutions, though improving information retrieval, still do not allow knowledge discovery )A 40 110 :M .498 .05(among different archives. This is mainly due to the current techniques of the web \(HTML and the )J 40 122 :M -.075(CGI\), and to the lack of standards for specific scientific aspects of the data.)A 40 146 :M f586 sf .78(HTML)A 76 158 :M f435 sf -.012(Whenever data is returned in HTML, the main format for the web, it cannot be reused easily. )A 40 170 :M 1.034 .103(Because HTML surrounds the data with HTML elements used for the user interface, one has to )J 40 182 :M -.027(separated the data from the user interface information in the HTML source in order to reuse the data. )A 40 194 :M .805 .081(Depending on the user interface, this can be more or less difficult, but since the user interface is )J 40 206 :M .498 .05(always subject to change without notification, it is a risky process. Because the data is returned in )J 40 218 :M .477 .048(HTML within the AstroBrowse system, it is not possible to know automatically if there was some )J 40 230 :M -.002(data matching the query, and a link to a possible result returned by AstroBrowse can very well point )A 40 242 :M -.114(to an HTML page with the mention \322no match found\323.)A 40 266 :M f586 sf 1.333(CGI)A 76 278 :M f435 sf .271 .027(CGI programs are often used on a server to get the input from an HTML form, and create a )J 40 290 :M 1.387 .139(resulting HTML document. The input can be specified either as attribute/value pairs \(the GET )J 40 302 :M -.062(method\), or as a whole file \(the POST method\). The result is a document identified by its MIME type )A 40 314 :M 1.814 .181(\(the first line of the data returned by a CGI program identifies the type of the file\) \(MIME, )J 40 326 :M -.009(Multipurpose Internet Mail, is defined by the IETF \(Internet Engineering Task Force\) by RFC 1521, )A 40 338 :M -.056(RFC 1522, RFC 1590 and RFC 2048\). There are several limits to the technique)A f556 sf (\312)S f435 sf (:)S 50 350 :M (\245)S 58 350 :M -.074(input)A f556 sf (\312)S f435 sf -.07(: There is a standard way to define attribute/value pairs, there is no standard syntax to define )A 58 362 :M .005 .001(more complex types as an input to the CGI program. Also, there is no standard syntax to explain )J 58 374 :M .218 .022(what the attributes mean. To be used properly, a documentation should be written for each CGI )J 58 386 :M -.021(script to explain what is the space of correct inputs. Of course, there is no standard syntax for the )A 58 398 :M .007 .001(documentation. ASU \(Astronomical Server URL\) \(CDS 1999d\) is a standard for attribute names )J 58 410 :M -.029(used for CGI programs in astronomy)A 235 410 :M f556 sf (\312)S f435 sf -.063(: the set of attributes is small \(and only a few CGI programs )A 58 422 :M -.041(conform to it\), but such a standard solves most of this problem.)A 50 446 :M (\245)S 58 446 :M .203(output)A f556 sf .079(\312)A f435 sf .621 .062(: the ouput of a CGI program is a document. Again, there is no standard syntax for the )J 58 458 :M 1.301 .13(result or to specify its meaning. The fact that the output is a document is fine with HTML )J 58 470 :M .515 .052(documents, but is not for more complex user interfaces. Usually, when the interface cannot be )J 58 482 :M -.002(specified with HTML forms, a Java program is used instead. Changing from a CGI program to a )A 58 494 :M .201 .02(Java program is not funny, especially if HTML documents were used with the CGI)J f556 sf (\312)S f435 sf .198 .02(: everything )J 58 506 :M -.071(has to be written again.)A 50 530 :M (\245)S 58 530 :M 1.548 .155(no interaction)J f556 sf .112(\312)A f435 sf .968 .097(: the protocol is stateless, which means that a CGI program cannot maintain a )J 58 542 :M .033 .003(session with another program. For instance, when a password is required to execute a number of )J 58 554 :M .219 .022(different queries, and if only a query can be executed at a time \(or if it\325s required by the calling )J 58 566 :M -.047(program\), the password has to be sent as a parameter for each query.)A 40 590 :M f586 sf 3.429 .343(Lack of standards)J 76 602 :M f435 sf .558 .056(Many standards could be defined to easy information retrieval in astronomy. For example, )J 40 614 :M .137 .014(there could be a standard \322preferred name\323 for all the well identified objects. The classifications for )J 40 626 :M .365 .036(the object types could also be standardised to be used for searching objects. A standard way to use )J 40 638 :M -.03(units, or to write accepted ranges of errors for a value in a query, could be defined. This work is long )A 40 650 :M -.011(and difficult, and can only be validated if there is a political wave in the direction of standardisation. )A 40 662 :M .52 .052(With the increasing use of computer science, and the increasing exchange of information between )J 40 674 :M .946 .095(researchers, we can hope that the needs for standardisations will result in the necessary political )J 40 686 :M .038(decisions.)A 40 710 :M f586 sf .64(Centralisation)A 76 722 :M f435 sf -.09(Centralisation of the information solves many problems, from the unification of the data to the )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (14)S gR endp showpage %%Page: 15 15 %%BeginPageSetup initializepage (Damien ; page : 15 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.078(user interfaces. This solution is also ideal for institutes not willing to maintain a server)A f556 sf (\312)S f435 sf -.086(: they can send )A 40 83 :M -.095(their data to a data center, which will publish it electronically. However, there are also issues linked to )A 40 95 :M -.017(this strategy)A f556 sf (\312)S f435 sf -.018(: data providers are not experts for the data they publish, and hence do not always know )A 40 107 :M .143 .014(how to best publish the information. Because of the volume of the data, data centers cannot convert )J 40 119 :M 1.097 .11(all the various metadata they get, so the authors still have to convert them into the data centers )J 40 131 :M 1.046 .105(formats. The volume of the data does not seem to be an issue linked to centralisation currently, )J 40 143 :M -.087(because many data storage devices can be used at the same place in a transparent way, and the cost by )A 40 155 :M -.104(volume ratio is decreasing with the volume of the data \(although this becomes less true as the limits of )A 40 167 :M .68 .068(technology are reached\). But there is a limit in the diversity of the data)J 394 167 :M f556 sf .107(\312)A f435 sf .869 .087(: today, a single database )J 40 179 :M -.018(cannot contain all the world information, because it is best stored and processed in different ways by )A 40 191 :M .583 .058(different people. This means that, even if centralised databases are preferred, solutions have to be )J 40 203 :M .98 .098(found to make them communicate, in a way similar to what would have been used with smaller )J 40 215 :M .133 .013(databases. Data ownership considerations are another problem; Van Alstyne and co-authors suggest )J 40 227 :M .407 .041(this is the most important one to choose between a centralised or a decentralised architecture \(Van )J 40 239 :M -.035(Alstyne, Brynjolfsson & Madnick 1995\).)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (15)S gR endp showpage %%Page: 16 16 %%BeginPageSetup initializepage (Damien ; page : 16 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .159 .016(II. )J f481 sf 18 u481 :p 172.124 :m 1.1 .11(DATA STRUCTURES)J 76 102 :M f435 sf -.095(Improving the data structures can be very helpful to manage the data and search through them. )A 40 114 :M -.101(Creating a clear set of metadata also makes exchanges with external entities easier)A f556 sf (\312)S f435 sf -.103(: with good internal )A 40 126 :M 1.041 .104(data structures, adding a record from an external source or publishing data becomes a matter of )J 40 138 :M -.133(independently selecting data items and changing the formatting.)A 40 165 :M f571 sf 14 u571 :p 311.999 :m 3.352 .335(\322Unstructured\323 data \(free text, formatted text\))J 76 189 :M f435 sf .021 .002(What is called unstructured data here is data with no internal structure, regardless of the user )J 40 201 :M -.044(interface information. For instance, a free text, or a formatted text. There is a structure in it \(chapters, )A 40 213 :M .071 .007(paragraphs, phrases, words\), but this structure is not explicit in the data. The goal of such a file is to )J 40 225 :M -.116(present linear information, sometimes multimedia.)A 76 237 :M .447 .045(Examples of such files are HTML, RTF or Postscript documents. These files, because they )J 40 249 :M -.084(only intend to display information, do not have a support for structured data. But they still are the best )A 40 261 :M -.12(formats to present multimedia information.)A 76 273 :M .93 .093(These files are usually text-based, with keywords for formatting information, so that it is )J 40 285 :M -.102(possible to edit them in a text editor, and they can be easily exported.)A 76 297 :M .019 .002(Free text systems can be used to index and search for information, with the use of keywords. )J 40 309 :M .453 .045(The problem is that some terms are ambiguous, and it is the cause of a bad precision in the search )J 40 321 :M .097(results.)A 76 333 :M -.089(Because free texts and formatted texts do not have their own structure, they cannot be used for )A 40 345 :M -.064(complex and precise processing.)A 40 384 :M f571 sf 14 u571 :p 191.999 :m 3.879 .388(Structured data \(field-based\))J 76 408 :M f435 sf -.005(Structured data is most of the time stored in databases. In this case, a rigid structure has been )A 40 420 :M -.063(chosen to store the information in an efficient way for both data storage and processing. This requires )A 40 432 :M .231 .023(modelling work, and some constraints to be established, but enables further complex processing on )J 40 444 :M -.081(the data.)A 76 456 :M -.005(In databases, the new data must adapt to the structure, which is closely related to the way the )A 40 468 :M .716 .072(information is stored. Also, because of this close relation, the structure must comply with certain )J 40 480 :M .136(rules.)A 76 492 :M -.095(Big formatted texts and other media objects are not handled in traditional databases, because it )A 40 504 :M -.101(is rather complex to implement without loosing speed.)A 76 516 :M .343 .034(Because they are composed of many binary files, always in different formats, databases are )J 40 528 :M 1.398 .14(not easy to export and convert. Big ASCII files are sometimes used, but they are not an ideal )J 40 540 :M .041(solution.)A 40 579 :M f571 sf 14 u571 :p 351 :m 2.783 .278(Heterogeneous data or data with a complex structure)J 76 603 :M f435 sf 1.072 .107(More and more, structured data with media objects \(audio, video, images, formatted and )J 40 615 :M -.05(unformatted text\) is required, to enable complex processing on the data and presentations based on it. )A 40 627 :M 2.106 .211(We want a system having the good properties of the two previous solutions \(hypertext and )J 40 639 :M -.051(databases\), but with no drawback. As hardware-related questions are getting more separated from the )A 40 651 :M .268 .027(concepts we use, thanks to the fast progress of the hardware, it is possible to forget this problem in )J 40 663 :M (answering our question.)S 76 675 :M .574 .057(Different solutions are currently being proposed, but none can solve all of the problems in )J 40 687 :M -.095(itself, at the same time.)A 76 711 :M 3.106 .311(ORDBMS \(Object-Relational Database Management Systems, also called Extended )J 40 723 :M -.112(Relational\), are extending the basic relational database model, adding media objects and encapsulating )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (16)S gR endp showpage %%Page: 17 17 %%BeginPageSetup initializepage (Damien ; page : 17 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf 1.617 .162(methods with data structures. They try to imitate the object-oriented databases, but keeping a )J 40 83 :M -.063(compatibility with existing relational databases, so the result is not as good as with real OO databases )A 40 95 :M .139 .014(\(the encapsulation is not as good, inheritance is not completely supported\). Also, media objects and )J 40 107 :M -.055(methods are simply saved in BLOB \(binary large object\) fields, which does not allow intern structure )A 40 119 :M 1.389 .139(to these objects. These databases, still being developed, are even more difficult to export than )J 40 131 :M -.104(relational databases, because of the media objects.)A 76 155 :M -.061(OODBMS \(Object-Oriented Database Management Systems\) still do not have a good support )A 40 167 :M -.072(for formatted texts)A 129 167 :M f556 sf (\312)S f435 sf .228 .023(: a free text cannot be given a structure which would be mixed with the database )J 40 179 :M 2.331 .233(structure. Also, usually, an HTML file is created directly from the database to present the )J 40 191 :M -.056(information, and these files cannot be used by the users to get structured information. Object oriented )A 40 203 :M 1.581 .158(databases are not efficient for variably nested hierarchies and sparsely populated trees \(which )J 40 215 :M -.03(describes most narrative text\). Finally, they are not easier than the previous databases in allowing for )A 40 227 :M -.068(export of their contents.)A 76 251 :M -.098(SGML and the new XML language \(see the next chapter for a presentation\) are a link between )A 40 263 :M -.052(unstructured data with media objects and structured data)A 309 263 :M f556 sf (\312)S f435 sf .172 .017(: both can be represented in SGML. SGML )J 40 275 :M 1.075 .107(documents are text files, so they can be easily written and formatted, with or without dedicated )J 40 287 :M -.071(software. They are easy to export, and XML is using UNICODE so XML files are truly international.)A 76 299 :M .128 .013(An SGML document can have links to media objects \(as in HTML, a specific application of )J 40 311 :M -.087(SGML\), and they can also have specific links with other documents \(while in a database all records in )A 40 323 :M .172 .017(a file must have the same fields\). Style sheet files can be used to give different user interfaces to an )J 40 335 :M -.062(SGML \(like CSS or XSL for XML\) document, so it is an ideal way to present the information.)A 76 347 :M 1.103 .11(However, it does not answer the question of storing efficiently structured information to )J 40 359 :M -.096(enable efficient processing.)A 40 398 :M f571 sf 14 u571 :p 121 :m 3.904 .39(A unified solution)J 76 422 :M f435 sf 1.466 .147(To summarise, there are now databases handling media objects, and formats to use for )J 40 434 :M .679 .068(presenting structured and unstructured information and for exporting. A unified solution is to use )J 40 446 :M 1.017 .102(OODBMS or ORDBMS for structured information, and to produce XML files with them. XML )J 40 458 :M 1.045 .104(editors can be used to produce formatted texts separately from the database, and all these XML )J 40 470 :M 2.397 .24(documents can be displayed together, in different ways, with links between structured and )J 40 482 :M -.056(unstructured data.)A 76 494 :M -.019(This solution adds a layer in the current process)A f556 sf (\312)S f435 sf -.02(: currently, HTML is often produced directly )A 40 506 :M -.063(from the databases, and no style sheet is needed. HTML documents are also produced separately, and )A 40 518 :M .533 .053(the text is not separated from the interface for its display. But, with the automation and the use of )J 40 530 :M -.078(XML-enabled software, it could become transparent for the user.)A 76 554 :M .98 .098(Whether the data is structured or not, it is often associated with metadata. The metadata, )J 40 566 :M .329 .033(playing a fundamental role in information retrieval, can also be more or less structured, and can be )J 40 578 :M -.092(stored with or independently from the associated data.)A 40 617 :M f571 sf 14 u571 :p 59 :m .21(Metadata)A 40 641 :M f435 sf .291 .029(The usual definition for metadata is \322data about data\323. It is also referred to as information adding a )J 40 653 :M .367 .037(meaning to raw data. But, the distinction between \322data\323 and \322metadata\323 is not an absolute one. In )J 40 665 :M -.068(fact, a whole \322chain of abstractions\323 can be created from the data, explaining what is the data, what is )A 40 677 :M -.054(the information about this data, and so on.)A 76 689 :M .485 .048(Not so long ago, many programs used to process files without writing into these files what )J 40 701 :M 1.453 .145(was the information they carried. A number would be known by the program to have a given )J 40 713 :M .125 .013(meaning, and if other applications wanted to use the same file they would have to know it\325s format. )J 40 725 :M .923 .092(However, the number of applications increasing, with various use of same data, and the formats )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (17)S gR endp showpage %%Page: 18 18 %%BeginPageSetup initializepage (Damien ; page : 18 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf 2.108 .211(getting more and more complex, the information without metadata often became effectively )J 40 83 :M -.119(unavailable.)A 76 95 :M 2.012 .201(Metadata is now known as being an important instrument to transform raw data into )J 40 107 :M .04 .004(knowledge, and more attention is paid to it. It is the only way for \322intelligent agents\323 to retrieve and )J 40 119 :M .533 .053(process information on the Internet efficiently. With the help of metadata, the web will elevate its )J 40 132 :M .275 .028(status from )J f347 sf .085(machine-readable)A f435 sf .081 .008( to )J f347 sf .084(machine-understandable)A f435 sf (.)S 40 168 :M f586 sf 1.223(GILS)A 40 192 :M f435 sf 2.161 .216(The U.S. Government Information Locator Service \(GILS\) \(GILS 1999\), also called Global )J 40 204 :M .461 .046(Information Locator outside the U.S., is a decentralised network of government systems known as )J 40 216 :M 2.457 .246(locators. A locator provides users with metadata including descriptive, location and access )J 40 228 :M -.035(information to public information available from U.S. federal government departments and agencies. )A 40 240 :M .171 .017(GILS was developed to support U.S. government policies that require government departments and )J 40 252 :M -.052(agencies to make information accessible to the public and to develop information systems that can be )A 40 264 :M -.039(used in an open systems environment. The implementation of GILS results in a distributed collection )A 40 276 :M -.099(of information systems that can easily be searched to find agency-based information of interest. )A 76 300 :M -.093(A GILS locator system includes a searchable database of one or more metadata records. These )A 40 312 :M .341 .034(records indicate)J f556 sf (\312)S f435 sf .197 .02(: \(1\) what information is available for a specific topic; \(2\) where the information is )J 40 324 :M .007 .001(located; and \(3\) how the user can access the information. The content of the locator record is not the )J 40 336 :M 1.631 .163(information itself, but a description of it. A record can describe a service, a collection, or an )J 40 348 :M .534 .053(individual item regardless of its format or medium. For example, a record may be prepared for an )J 40 360 :M -.066(online catalogue, inventory, gopher site, government manual, directory, or electronic serial. )A 76 384 :M -.088(GILS implementation is using the Z39.50 Information Retrieval standard with a specific set of )A 40 396 :M -.071(attributes to enable the searching of GILS systems.)A 40 432 :M f586 sf 3.665 .367(Dublin Core)J 40 456 :M f435 sf .094 .009(The \322Dublin Core\323 \(Dublin Core Directorate 1999\) is a simple set of metadata aimed at providing a )J 40 468 :M -.085(short unified subset of metadata for any document. It is an answer for the need of a common metadata )A 40 480 :M -.042(basis for cross disciplinary semantics.)A 76 492 :M .716 .072(More metadata is useful in a given discipline, but it requires an expertise to create it. The )J 40 504 :M .512 .051(Dublin Core can be applied to any document with a minimal effort, and this is important for most )J 40 516 :M -.113(documents because most documents do not need to contain a lot of metadata.)A 76 540 :M -.04(The following criteria were advanced as desirable features in whatever syntax is to be used in )A 40 552 :M -.139(defining a standard format for metadata)A f556 sf -.057(\312)A f435 sf (:)S 50 576 :M (\245)S 58 576 :M -.086(ability to express optional, repeatable, sequences)A 50 588 :M (\245)S 58 588 :M -.054(verifiability, robustness)A 50 600 :M (\245)S 58 600 :M -.131(compactness)A 50 612 :M (\245)S 58 612 :M -.147(uniformity)A 50 624 :M (\245)S 58 624 :M -.106(ability to express of qualifiers)A 50 636 :M (\245)S 58 636 :M -.119(repeatability of groups)A 50 648 :M (\245)S 58 648 :M -.141(machine processability and human comprehensibility)A 50 660 :M (\245)S 58 660 :M -.205(internationalisability)A 50 672 :M (\245)S 58 672 :M -.222(simplicity)A 50 684 :M (\245)S 58 684 :M -.206(formality)A 40 708 :M -.118(The following functional requirements were identified for the syntax)A f556 sf (\312)S f435 sf -.153(: )A 50 732 :M (\245)S 58 732 :M -.123(it should be simple enough for authors to create their own metadata \(either directly or via a )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (18)S gR endp showpage %%Page: 19 19 %%BeginPageSetup initializepage (Damien ; page : 19 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 58 71 :M f435 sf -.182(suitable interface\))A 50 83 :M (\245)S 58 83 :M -.15(it must be able to represent at least the elements of the Dublin core)A 50 95 :M (\245)S 58 95 :M -.047(it must support extension by users, with varying degrees of formality and control, so that users )A 58 107 :M -.171(can extend the Dublin core)A 50 119 :M (\245)S 58 119 :M -.156(it must be able to express attribute-value-scheme triplets \(since the metadata elements are all )A 58 131 :M -.017(expressed as such\))A 50 143 :M (\245)S 58 143 :M -.144(it must be able to express optionality and repeatability)A 40 179 :M f586 sf 3.642 .364(The Dublin Core Workshops)J 40 203 :M f435 sf .022 .002( Employing a multidiscipline approach and focus group methodology to develop consensus, )J 40 215 :M .949 .095(each of the workshops has contributed to the refinement of the arguments and redirection of the )J 40 227 :M -.046(research as described below.)A 76 251 :M .695 .07(The first Dublin Core Metadata Workshop was held in March, 1995. The first workshop's )J 40 263 :M -.079(product was a core set of 13 metadata elements \(the Dublin Core Metadata Element Set\) that could be )A 40 275 :M -.064(used to describe networked textual resources. )A 76 299 :M 1.133 .113(A year later, in April 1996, a second workshop was convened at Warwick University in )J 40 311 :M -.062(England. The products of the Warwick Metadata Workshop included a proposed Dublin Core syntax, )A 40 323 :M -.087(guidelines, and a modular based framework \(the Warwick Framework\) for packaging the metadata. )A 76 347 :M .319 .032(In September, 1996, the third workshop was the CNI/OCLC Image Metadata Workshop, in )J 40 359 :M .434 .043(Dublin, Ohio. The products of DC-3 included the expansion of the Dublin Core Element Set to 15 )J 40 371 :M .235 .023(elements, and the refinement of the element set to support the description of networked non-textual )J 40 383 :M .078(resources.)A 76 407 :M .658 .066(Canberra, Australia, hosted the 4th Dublin Core Metadata Workshop in March, 1997. The )J 40 419 :M .511 .051(products of DC-4 included formalised qualifiers \(the Canberra Qualifiers\) and the development of )J 40 431 :M -.106(syntactical expressions related to HTML. )A 76 455 :M .79 .079(In October, 1997, the 5th Dublin Core Metadata Workshop met in Helsinki, Finland. The )J 40 467 :M -.019(relations between the Dublin Core and other standards were discussed, especially HTML4, RDF and )A 40 479 :M -.062(Z39.50. To solve the problem of the degree of abstraction described with the Dublin Core \(should the )A 40 491 :M .018 .002(metadata relate to an object, an image of it, or the file containing this image ?\), sets of metadata \(the )J 40 503 :M -.076(1:1 approach\) have been considered.)A 76 527 :M -.01(The 6th workshop was held in Washington D.C. \(USA\), in November 1998. There was more )A 40 539 :M -.006(discussion on RDF, Z39.50, multilinguality and the possible evolutions of the Dublin Core. Because )A 40 551 :M .999 .1(of the growing number of implementations, implementation experiences were shared in order to )J 40 563 :M -.133(promote interoperability between them.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (19)S gR endp showpage %%Page: 20 20 %%BeginPageSetup initializepage (Damien ; page : 20 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .548 .055(III. )J f481 sf 18 u481 :p 41.209 :m .609(XML)A 40 102 :M f435 sf -.172(XML is a meta-language)A 157 102 :M f556 sf (\312)S f435 sf -.045(: it gives the possibility to create new formats, with a wide range of possible )A 40 114 :M -.018(structures but a strict syntax, and describe these new formats explicitly. Therefore, XML is excellent )A 40 126 :M .569 .057(for the manipulation and exchange of data, and is a good basis for knowledge discovery. Because )J 40 138 :M -.065(choosing XML was such a strategic decision for this study, it is described here in details.)A 40 165 :M f571 sf 14 u571 :p 135 :m 2.829 .283(The limits of HTML)J 40 189 :M f435 sf .507 .051(The widely used HTML language has a structural markup)J f556 sf (\312)S f435 sf .359 .036(: it is composed of nested tags \(with the )J 40 201 :M -.01(syntax ...\). Although HTML was very successful for displaying information on the web, )A 40 213 :M -.099(it has a number of limitations.)A 76 225 :M -.159(It has little internal structure)A 208 225 :M f556 sf (\312)S f435 sf -.039(: it\325s possible to write valid HTML that does not make sense, e.g. )A 40 237 :M -.024(an H1 tag inside an H2 one.)A 76 249 :M .699 .07(The HTML markup has a meaning for a trained reader \(able to tell what a word means in )J 40 261 :M -.074(italic, for instance\), but there are no semantics in HTML other than display information, which means )A 40 273 :M .685 .069(that programs cannot understand the semantics. With the development of HTML, more tags have )J 40 285 :M -.05(been added to solve display problems, giving less importance to the semantics, and in the end HTML )A 40 297 :M -.058(is, for a developer, only considered as another format to display text and graphics.)A 76 309 :M -.002(For instance, the TITLE and ADDRESS tags, or STRONG as opposed to B, have a semantic )A 40 321 :M -.044(meaning. But many other tags like this would be required to deal with all the applications of a format )A 40 333 :M .636 .064(for the web. Not only have these semantics been forgotten by the browser vendors, but they have )J 40 345 :M .188 .019(also added their own tags, incompatible with other browsers. This was their way of providing more )J 40 357 :M -.029(possibilities for the many applications of HTML, but the result has been HTML pages only available )A 40 369 :M .545 .055(correctly for those having a given browser, platform and screen resolution, thus breaking with the )J 40 381 :M -.132(initial aims of HTML.)A 40 420 :M f571 sf 14 u571 :p 109.001 :m 1.539 .154(GML and SGML)J 40 444 :M f435 sf .807 .081(HTML is actually an application of SGML, a meta-language \(a language to describe a language\) )J 40 456 :M .175 .017(which was the result of a long search to exchange and manipulate various types of documents in an )J 40 468 :M 2.253 .225(open standard. These efforts date back to the 60s, with GenCode, from the GCA \(Graphic )J 40 480 :M -.111(Communications Association\) and GML \(Generalised Markup Language\) from IBM.)A 76 492 :M .363 .036(GML was already using tags, but the rules were not very strict)J f556 sf (\312)S f435 sf .293 .029(: it was more designed to be )J 40 504 :M 1.483 .148(easy to read and write for humans than for automatic processing. As a consequence, different )J 40 516 :M -.094(compilers had to be written to read different kinds of data.)A 76 528 :M -.104(This led to the definition of SGML \(Standard Generalised Markup Language\), able to describe )A 40 540 :M .466 .047(various markups in DTD \(Document Type Definition\) files, and to write documents with markups )J 40 552 :M .676 .068(following the rules of their DTDs. SGML became an ISO standard in 1986. It is portable, formal )J 40 564 :M .204 .02(enough to allow proofs of document validity, structured enough to handle complex documents, and )J 40 576 :M -.102(extensible enough to support the management of large information repositories.)A 76 600 :M .219 .022(However, SGML is difficult to implement completely, because its specification is very long )J 40 612 :M .072 .007(and difficult to understand. Often, programs are able to process documents for a specific DTD, with )J 40 624 :M .755 .075(no compatibility with SGML as a whole. The web browsers, for instance, were only able to read )J 40 636 :M -.095(HTML, which is a specific DTD, and the HTML documents are not even validated against the HTML )A 40 648 :M .779 .078(DTD by the browsers. Increasingly, a new standard was needed, with SGML capabilities, and as )J 40 660 :M -.127(adapted to the internet as HTML.)A 40 699 :M f571 sf 14 u571 :p 122 :m 2.54 .254(The dawn of XML)J 40 723 :M f435 sf .237 .024(The W3C \(World Wide Web Consortium\) started to work on this new language in 1996, and XML )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (20)S gR endp showpage %%Page: 21 21 %%BeginPageSetup initializepage (Damien ; page : 21 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.042(reached the stage of \322W3C Final Recommendation\323 in February, 1998. XML, like SGML and unlike )A 40 83 :M .571 .057(HTML, is a meta-language for describing markup languages, as well as a precise syntax for these )J 40 95 :M 1.315 .131(markup languages. It is actually a small subset of SGML, keeping the most important features )J 40 107 :M .457 .046(\(extensibility, structure and validation\), but simplifying it so that it becomes easy to implement an )J 40 119 :M .909 .091(XML parser, and to allow its use over the web. XML specification is only 26 pages long, while )J 40 131 :M .909 .091(SGML specification had 500 pages, and it is expressed in EBNF \(Extended Backus-Naur Form\) )J 40 143 :M 2.27 .227(while this was impossible with SGML \(EBNF is a syntax to describe a language grammar )J 40 155 :M (unambiguously\).)S 76 167 :M -.054(Even though XML is much better than SGML for web use, it does not aim at replacing it)A 499 167 :M f556 sf -.076(\312)A f435 sf -.183(: the )A 40 179 :M .22 .022(complex features available in SGML can be useful for large, complex information repositories, and )J 40 191 :M -.044(are used a lot for publishing.)A 76 203 :M .986 .099(It does not aim either at replacing HTML)J 286 203 :M f556 sf .163(\312)A f435 sf 1.227 .123(: HTML will still be useful to create a simple )J 40 215 :M .202 .02(presentation for the web, when the presentation is the only goal. However, HTML will probably be )J 40 227 :M -.109(transformed into an XML DTD, and become one of the many applications of XML.)A 40 266 :M f571 sf 14 u571 :p 37 :m .694(Goals)A 40 290 :M f435 sf 1.35 .135(The W3C Recommendation \(W3C 1999a)J 250 290 :M 1.965 .196(\) includes the following goals that prevailed for the )J 40 302 :M -.147(definition of XML)A f556 sf -.056(\312)A f435 sf (:)S 50 326 :M (\245)S 58 326 :M -.089(XML shall be straightforwardly usable over the Internet.)A 50 338 :M (\245)S 58 338 :M -.089(XML shall support a wide variety of applications.)A 50 350 :M (\245)S 58 350 :M -.11(XML shall be compatible with SGML.)A 50 362 :M (\245)S 58 362 :M -.063(It shall be easy to write programs which process XML documents.)A 50 374 :M (\245)S 58 374 :M -.11(The number of optional features in XML is to be kept to the absolute minimum, ideally zero.)A 50 386 :M (\245)S 58 386 :M -.101(XML documents should be human-legible and reasonably clear.)A 50 398 :M (\245)S 58 398 :M -.071(The XML design should be prepared quickly.)A 50 410 :M (\245)S 58 410 :M -.087(The design of XML shall be formal and concise.)A 50 422 :M (\245)S 58 422 :M -.106(XML documents shall be easy to create.)A 50 434 :M (\245)S 58 434 :M -.102(Terseness in XML markup is of minimal importance.)A 40 458 :M -.082(The last point is the most interesting in my opinion, because it\325s a feature voluntarily limited in XML, )A 40 470 :M 1.126 .113(to allow or improve other features. The idea behind it is that specific editors \(or editors having )J 40 482 :M .754 .075(shortcuts to create XML documents\) will be used to create XML documents, or that they will be )J 40 494 :M .517 .052(created automatically. It is still possible to create XML documents completely \322by hand\323, but this )J 40 506 :M -.105(should not, like in SGML, make XML specification and implementation complex.)A 40 545 :M f571 sf 14 u571 :p 151.001 :m 4.684 .468(Technical introduction)J 40 569 :M f586 sf .667(Example)A 40 581 :M f435 sf -.144(Here is an XML document example)A f556 sf -.052(\312)A f435 sf (:)S 40 605 :M f616 sf -.502()A 40 616 :M -.547()A 40 627 :M -.488()A 40 638 :M -.558()A 40 649 :M -.488(She stands twelve feet above the flood)A 40 660 :M -.5(She stares)A 40 671 :M -.507(Alone)A 40 682 :M -.496(Across the water)A 40 693 :M -.547()A 40 704 :M -.5()A 40 715 :M -.558()A 40 726 :M -.538()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (21)S gR endp showpage %%Page: 22 22 %%BeginPageSetup initializepage (Damien ; page : 22 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 84 :M f435 sf .05 .005(A document is called an \322XML document\323 if it is )J f347 sf .016(well-formed)A f435 sf .052 .005(, which means it follows the syntactic )J 40 97 :M .544 .054(rules for XML. It is )J f347 sf .191(valid)A f435 sf .714 .071( if it meets further constraints. The example above is only well-formed, )J 40 109 :M -.137(because the DTD is not declared.)A 40 134 :M .333 .033(Physically, an XML document is composed of units called )J f347 sf .074(entities)A f435 sf .259 .026(, which can call other entities so )J 40 146 :M -.121(that they are also included in the document. Logically, the document is composed explicitly of)A f556 sf -.05(\312)A f435 sf (:)S 50 158 :M (\245)S 58 158 :M -.178(document type declaration)A 112 170 :M .096 .01(e.g. )J f640 sf .24 .024()J 50 182 :M f435 sf (\245)S 58 182 :M -.106(elements \(possibly with attributes\))A 112 195 :M (e.g. )S f640 sf (Alone)S f435 sf ( or )S f640 sf ()S f435 sf ( \(the last one is an )S f347 sf (empty)S f435 sf ( element\))S 50 207 :M (\245)S 58 207 :M -.189(comments)A 112 219 :M .081 .008(e.g. )J f640 sf .193 .019()J 50 231 :M f435 sf (\245)S 58 231 :M -.146(entity references or character references)A 112 243 :M .16 .016(e.g. )J f640 sf .071(©right;)A f435 sf .056 .006( or )J f640 sf .085({)A 50 255 :M f435 sf (\245)S 58 255 :M -.059(processing instructions)A 112 267 :M .208 .021(e.g. )J f640 sf .577 .058()J 50 279 :M f435 sf (\245)S 58 279 :M -.229(CDATA sections)A 112 291 :M .113 .011(e.g. )J f640 sf .221 .022()J 40 315 :M f586 sf 3.794 .379(Document type declaration)J 40 327 :M f435 sf -.027(To be valid, an XML document must have a document type declaration and the document must obey )A 40 339 :M -.097(the constraints on the sequence and nesting of tags of the DTD. There are four kinds of declarations)A f556 sf (\312)S f435 sf (:)S 50 351 :M (\245)S 58 351 :M -.235(elements)A 50 363 :M (\245)S 58 363 :M -.166(attribute lists)A 50 375 :M (\245)S 58 375 :M -.236(entities)A 50 387 :M (\245)S 58 387 :M -.124(notations)A 40 411 :M -.122(For example, the DTD for the previous XML document example is)A f556 sf (\312)S f435 sf (:)S 40 423 :M f616 sf -.498()A 40 434 :M -.498()A 40 445 :M -.518()A 40 478 :M -.498()A 40 489 :M -.497()A 40 512 :M f586 sf .715(Elements)A 40 525 :M f435 sf -.099(The )A f347 sf -.096(content model)A f435 sf -.091( is defined for each element. A more complex example of a content model is)A f556 sf (\312)S f435 sf (:)S 40 537 :M f640 sf .006 .001()J 40 549 :M f435 sf .972 .097(which means that an EXAMPLE element must contain an A element, followed optionally by B, )J 40 561 :M -.026(followed by zero or more C, followed by one or more D, followed by E or F.)A 40 573 :M -.12(The element content can be defined by the reserved words)A f556 sf (\312)S f435 sf (:)S 40 585 :M f640 sf (#PCDATA)S 112 585 :M f435 sf -.178(parsable character data)A 40 597 :M f640 sf (EMPTY)S 112 597 :M f435 sf -.248(empty element)A 40 609 :M f640 sf (ANY)S 112 609 :M f435 sf -.135(any content \(should be avoided because it disables content checking in that element\))A 40 633 :M f586 sf .814(Attributes)A 40 645 :M f435 sf -.117(The attributes can be of the following types)A f556 sf (\312)S f435 sf (:)S 50 657 :M (\245)S 58 657 :M -.581(CDATA)A 112 670 :M -.085(any text \(not to be confused with the CDATA )A f347 sf -.081(section)A f556 sf (\312)S f435 sf -.075(: this text is parsed\))A 50 682 :M (\245)S 58 682 :M -.656(ID)A 112 694 :M -.16(a name to identify the element; all ID values in a document must be different)A 50 706 :M (\245)S 58 706 :M -.07(IDREF or IDREFS)A 112 718 :M -.111(an IDREF\(S\) is a reference to ID\(s\) in the document)A 50 730 :M (\245)S 58 730 :M -.114(ENTITY or ENTITIES)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (22)S gR endp showpage %%Page: 23 23 %%BeginPageSetup initializepage (Damien ; page : 23 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 112 71 :M f435 sf -.138(the name of one or more entities)A 50 83 :M (\245)S 58 83 :M -.09(NMTOKEN or NMTOKENS)A 112 95 :M -.019(one or more words)A 50 107 :M (\245)S 58 107 :M -.117(a list of names)A 112 119 :M -.104(the attribute's value must be one of the indicated names)A 40 143 :M -.125(There are four predefined notation names for the attributes)A f556 sf -.052(\312)A f435 sf (:)S 50 155 :M (\245)S 58 155 :M -.206(#REQUIRED)A 112 167 :M -.129(the attribute must be used each time the corresponding element is used)A 50 179 :M (\245)S 58 179 :M -.235(#IMPLIED)A 112 191 :M -.165(the attribute is optional)A 50 203 :M (\245)S 58 203 :M -.13("value")A 112 215 :M -.124(the attribute is optional, and has the default value specified)A 50 227 :M (\245)S 58 227 :M -.084(#FIXED "value")A 112 239 :M -.117(the attribute is still optional, but must have the specified value if it is used)A 40 263 :M f586 sf .714(Entities)A 40 275 :M f435 sf .084 .008(The entities can be either internal, external, or parameter entities. Internal entities contain a block of )J 40 287 :M -.091(text. External entities are references to files that may contain textual or binary data. If an entity's value )A 40 299 :M -.075(is text, the text is parsed when the entity is parsed, possibly replacing other entities by their values.)A 76 311 :M .439 .044(There are some predefined entities which do not need to be declared, for special characters )J 40 323 :M -.061(\(they come from HTML\))A f556 sf (\312)S f435 sf -.054(: "<", ">", "&", "'" and """.)A 40 347 :M f586 sf .809(Notation)A 40 359 :M f435 sf -.077(Notation can be used to identify specific types of external binary data, e.g.)A 40 371 :M f640 sf ()S 40 395 :M f586 sf 4.499 .45(DTD specification)J 40 407 :M f435 sf -.098(A valid XML document must include a DTD specification. For the above example, this can be written )A 40 419 :M -.029(as follows)A f556 sf (\312)S f435 sf (:)S 40 431 :M f616 sf -.492()A 40 442 :M -.492()A 40 453 :M -.547()A 40 464 :M -.718(...)A 40 475 :M f435 sf 1.337 .134(This tells a validating parser that the DTD file can be found at the same location as the XML )J 40 487 :M .697 .07(document, under the name "lyrics.dtd". Specific markup definitions for the document can also be )J 40 499 :M -.176(added after the DTD filename.)A 40 538 :M f571 sf 14 u571 :p 119.702 :m 4.158 .416(Related standards)J f655 sf 8 u655 :p 2.207 :m .207(\312)A f571 sf 14 u571 :p 347.089 :m 3.071 .307(: HyTime, XSL, XPointer, XLink, Namespaces, RDF)J 40 562 :M f586 sf 1.003(HyTime)A 40 574 :M f435 sf 2.18 .218(HyTime \(Hypermedia/Time-based Structuring Language\) \(ISO/IEC 1997\) extends SGML by )J 40 586 :M .019 .002(defining a standard set of facilities for doing hypertext and multimedia presentations. It is an SGML )J 40 598 :M 1.168 .117(application conforming to ISO8879. HyTime is not directly linked to XML, but it had a strong )J 40 610 :M -.093(influence on the definition of XML and its extensions.)A 76 622 :M .597 .06(HyTime provides the notion of \322Architectural Form\323 to SGML. An architectural form is a )J 40 634 :M 1.185 .118(syntax template around which a document author can build semantic constructs for linking and )J 40 646 :M -.059(coordinate space addressing.)A 76 658 :M .115 .011(Like SGML, HyTime addresses only the issue of interchange of hypermedia information, as )J 40 670 :M .297 .03(opposed to the standardisation of presentation. Two specific issues are well supported by HyTime)J f556 sf (\312)S f435 sf .082 .008(: )J 40 682 :M -.093(the representation of hypertext links, and the synchronisation of static and time-based information.)A 76 694 :M 1.534 .153(HyTime supports cross-referencing facilities to uniquely identified elements in external )J 40 706 :M .412 .041(documents. It also extends SGML\325s reference capability to accommodate elements with no unique )J 40 718 :M -.044(identifiers in the same document. It provides pointers or location addressing schemes that contain the )A 40 730 :M -.062(necessary information in order to locate cross-referenced data. HyTime supports addressing by name, )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (23)S gR endp showpage %%Page: 24 24 %%BeginPageSetup initializepage (Damien ; page : 24 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .16 .016(by position in the document, and by semantic construct. Links can be established to documents that )J 40 83 :M -.071(conform to HyTime as well as those that do not.)A 40 107 :M f586 sf 3.278 .328(XSL, a layout for XML)J 40 119 :M f435 sf 1.638 .164(XML documents are content-oriented, which means that there is no interface specification. A )J 40 131 :M 2.013 .201(mechanism is thus required to display XML documents, and this is possible with stylesheet )J 40 143 :M 1.165 .117(languages. These stylesheets are separate documents describing how an XML document can be )J 40 155 :M -.09(transformed into a rendered format \(this can be graphical or any other media support, like speech\).)A 76 167 :M 1.535 .154(XSL \(W3C 1999j\) is a stylesheet language designed for XML. It is derived from CSS )J 40 179 :M -.018(\(Cascading Stylesheets\), a simple stylesheet language focusing on visual characteristics, and DSSSL )A 40 191 :M 1.552 .155(\(Document Style and Semantics Specification Language\), the standard stylesheet language for )J 40 203 :M -.069(SGML, allowing much more complex processing although not well suited for the web.)A 76 216 :M .304 .03(An )J f347 sf .684 .068(XSL processor)J f435 sf .373 .037( is used to transform an XML document into a rendered format, with the )J 40 228 :M -.093(use of the XSL document for the DTD used by the XML document.)A 108 243 346 71 rC 108.5 244.5 81 24 rS 114 252 64 13 rC gR gS 109 216 74 49 rC 114 261 :M f405 sf -.105(XML document)A gR gS 114 295 60 13 rC gR gS 109 259 70 49 rC 114 304 :M f405 sf -.075(XSL document)A gR gS 352 252 70 12 rC gR gS 347 216 80 48 rC 352 261 :M f405 sf -.105(HTML document)A gR gS 352 295 82 12 rC gR gS 347 259 92 48 rC 352 304 :M f405 sf -.021(Postscript document)A gR gS 244 266 54 24 rC gR gS 239 230 64 60 rC 262 275 :M f405 sf .057(XSL)A 253 287 :M -.164(processor)A gR gS 108 243 346 71 rC 81 39 271 278 @f np 234 270 :M 223 270 :L 225 263 :L 234 270 :L eofill 190 256 -1 1 233 269 1 190 255 @a np 234 286 :M 225 293 :L 223 286 :L 234 286 :L eofill -1 -1 191 301 1 1 232 286 @b np 347 255 :M 339 263 :L 336 255 :L 347 255 :L eofill -1 -1 310 270 1 1 345 255 @b np 347 301 :M 336 302 :L 338 294 :L 347 301 :L eofill 307 290 -1 1 346 300 1 307 289 @a 108.5 286.5 81 25 rS 346.5 244.5 87 24 rS 346.5 286.5 104 25 rS gR gS 4 26 553 709 rC 40 350 :M f435 sf -.106(Example with the current XSL working draft \(specification of XSL may still change\))A f556 sf (\312)S f435 sf (:)S 40 374 :M f616 sf -.491(XML)A f670 sf -.382(\312)A f616 sf -.501(: My Chapter)A 40 397 :M -.491(XSL)A f670 sf -.382(\312)A f616 sf -.501(: )A 40 409 :M -.505(

)A 40 420 :M -.492( )A 40 431 :M -.504(

)A 40 442 :M -.496( )A 40 464 :M -.499(HTML result)A f670 sf -.388(\312)A f616 sf -.524(:

My Chapter

)A 40 500 :M f586 sf .905(XPointer)A 40 512 :M f435 sf .397 .04(XPointer is a language used to refer to a part of an XML document, using its internal structure. Its )J 40 524 :M -.076(definition has been influenced by HTML, HyTime, and the Text Encoding Initiative \(a project having )A 40 536 :M .134 .013(the task to develop and disseminate guidelines for the interchange of machine-readable texts among )J 40 548 :M -.073(researchers, and to make recommendations for the encoding of new texts\).)A 76 561 :M .333 .033(An XPointer is composed of a list of )J f347 sf .654 .065(location terms)J 330 561 :M f435 sf .118 .012(, each specifying a location in the XML )J 40 573 :M -.015(structure relatively to the previous one. A location term is composed of a keyword \(such as id, child, )A 40 585 :M .081 .008(ancestor\) and possibly of parameters related to the keyword. For instance, )J 400 585 :M f640 sf .019(child\(2,CHAP\))A f435 sf .036 .004( refers to )J 40 597 :M -.073(the second child element whose type is )A f640 sf -.09(CHAP)A f435 sf (.)S 76 609 :M .125 .013(An XPointer can be associated to a URI \(Uniform Resource Identifier\) identifying the XML )J 40 621 :M -.04(document.)A 76 633 :M .667 .067(XPointer is still a W3C working draft, and is subject to change. It is not described further )J 40 645 :M .326 .033(here because it hasn't been used in this study, but more information can be found on the W3C web )J 40 657 :M (site \(W3C 1999b\).)S 40 693 :M f586 sf 3.806 .381(XLink, XML linking language)J 40 705 :M f435 sf -.092(XLink \(W3C 1999c\) defines a syntax to describe explicitly relationships between XML documents or )A 40 717 :M .691 .069(parts of them. Its definition has also been influenced by HTML, HyTime, and the Text Encoding )J 40 729 :M -.132(Initiative.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (24)S gR endp showpage %%Page: 25 25 %%BeginPageSetup initializepage (Damien ; page : 25 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 71 :M f435 sf -.172(An XML link is defined by an element in the DTD)A 313 71 :M f556 sf (\312)S f435 sf -.095(: its syntax is defined by a DTD, but it must )A 40 83 :M .316 .032(conform to some syntactic rules, like attribute names, defined by the XLink standard. The simplest )J 40 95 :M -.133(case is like an HTML A link, with these limitations)A f556 sf -.055(\312)A f435 sf (:)S 50 107 :M (\245)S 58 107 :M -.094(the link is one-way, and is declared only in the origin document)A 50 119 :M (\245)S 58 119 :M .006 .001(the link behaviour with the user interface \(e.g. when a user clicks on the link in a browser\) is not )J 58 131 :M -.066(defined by the link itself, it is chosen by the browser)A 50 143 :M (\245)S 58 143 :M -.12(the link is only linking one document to another)A 40 155 :M 1.25 .125(XLink goes beyond all of these limitations, and also adds semantics to the links. Note that the )J 40 167 :M -.103(possible effect on the user interface is an exception in XML, normally separating the content from any )A 40 179 :M -.068(user interface.)A 40 204 :M -.053(Example of a )A f347 sf -.054(simple)A f435 sf -.045( link)A f556 sf (\312)S f435 sf (:)S 40 216 :M f616 sf -.484(as discussed in Smith\(1997\))A 40 250 :M f435 sf -.274(Declaration)A f556 sf -.108(\312)A f435 sf (:)S 40 262 :M f616 sf -.497()A 40 273 :M -.51()A 40 352 :M f435 sf -.061(Example of an )A f347 sf -.063(extended)A f435 sf -.058( link \(linking more than two documents together\))A f556 sf (\312)S f435 sf (:)S 40 364 :M f616 sf -.489()A 40 375 :M -.49( )A 40 386 :M -.49( )A 40 397 :M -.489( )A 40 408 :M -.518()A 40 443 :M f586 sf .855(Namespaces)A 40 455 :M f435 sf -.093(The Namespaces specification, which became a W3C recommendation in January 1999, is a syntax to )A 40 467 :M -.061(use different DTDs within the same XML document. It extends the element names from a local name )A 40 479 :M -.127(specified in one DTD, to global names adding a DTD URI to the element names.)A 40 503 :M -.252(Example)A f556 sf -.083(\312)A f435 sf (:)S 40 515 :M f616 sf -.502()A 40 526 :M -.487( )A 40 537 :M -.493( )A 40 559 :M -.49( Cheaper by the Dozen)A 40 570 :M -.49( 1568491379)A 40 581 :M -.518( )A 40 592 :M -.486( )A 40 603 :M -.491(

)A 40 614 :M -.491( This is a funny book!)A 40 625 :M -.522(

)A 40 636 :M -.515( )A 40 647 :M -.538( )A 40 670 :M f435 sf .358 .036(In this example, three DTDs are used in the same XML document)J f556 sf (\312)S f435 sf .382 .038(: \322books\323, \322isbn\323 and \322HTML\323. )J 40 682 :M .178 .018(The elements \322book\323, \322title\323 and \322notes\323 are declared in the \322books\323 DTD, \322number\323 is an element )J 40 694 :M -.159(declared in the \322isbn\323 DTD, and \322p\323 and \322i\323 are declared in the \322HTML\323 DTD.)A 76 718 :M -.027(The usefulness of such a syntax is evident)A f556 sf (\312)S f435 sf -.027(: this is a standard way to combine DTDs, and still )A 40 730 :M .224 .022(allows DTD validation. The only drawback is the additional complexity to parse XML documents. )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (25)S gR endp showpage %%Page: 26 26 %%BeginPageSetup initializepage (Damien ; page : 26 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.08(However, this can only be used with compatible DTDs \(a structure from a DTD can be enclosed in an )A 40 83 :M .138 .014(element of the other DTD\), and preferably with DTDs having no overlap in their element semantics )J 40 95 :M 1.916 .192(\(otherwise the resulting document can have ambiguous semantics\). Namespaces are not very )J 40 107 :M 1.326 .133(compatible with XML 1.0 and the DTD syntax, because their is no standard way to validate a )J 40 119 :M .499 .05(document using more than one DTD. The future \322XML schema\323 should solve this problem, and a )J 40 131 :M -.122(temporary solution is to create a new DTD combining the DTDs used with namespaces.)A 40 167 :M f586 sf .665(RDF)A 40 179 :M f435 sf -.083(RDF \()A 71 179 :M -.036(W3C 1999d\))A 134 179 :M .282 .028( is a model for representing metadata, and one possible syntax \(using XML\) for )J 40 192 :M .032 .003(expressing it. At the core, RDF consists of )J 248 192 :M f347 sf -.017(nodes)A f435 sf -.015(, and attached )A 346 192 :M f347 sf 1.115 .112(attribute/value pairs)J f435 sf .48 .048(. Nodes can be )J 40 204 :M .112 .011(any web resources or other instances of metadata. Attributes are named properties of the nodes, and )J 40 216 :M .526 .053(their values are either atomic or other resources or metadata instances. The instances of RDF data )J 40 228 :M -.053(models, the RDF Schemas, are entity-relationship diagrams, and two RDF expressions are equivalent )A 40 240 :M -.114(if and only if their data model representations are the same.)A 76 252 :M .673 .067(RDF in itself does not contain any predefined vocabularies for authoring metadata, but its )J 40 264 :M -.112(point of view is broad enough to be applicable to most \(if not all\) metadata information.)A 40 288 :M -.252(Example)A f556 sf -.083(\312)A f435 sf (:)S 40 300 :M -.103( The sentences \322The individual referred to by employee id 85740 is named Ora Lassila and has the )A 40 312 :M -.049(email address )A 109 312 :M f640 sf .051(lassila@w3.org)A f435 sf .134 .013(. The resource )J f640 sf .051(http://www.w3.org/Home/Lassila)A f435 sf .119 .012( was created by )J 40 324 :M -.11(this individual.\323 result in the RDF model)A f556 sf (\312)S f435 sf (:)S 94 339 374 215 rC 1 G 195 54 192.5 366 @j 0 G 194 53 192.5 366 @f 106 359 187 12 rC gR gS 101 323 197 48 rC 106 368 :M 1 G f435 sf 0 G -.01(http://www.w3.org/Home/Lassila)A gR 1 G gS 94 339 374 215 rC 196 54 357 445 @j 0 G 195 53 357 445 @f 273 438 160 12 rC gR gS 268 402 170 48 rC 273 447 :M 0 G f435 sf .024(http://www.w3.org/staffId/85740)A gR 0 G gS 94 339 374 215 rC np 300 425 :M 290 419 :L 298 414 :L 300 425 :L eofill 270 383 -1 1 299 423 1 270 382 @a 1 G 242 518 91 34 rF 0 G 242.5 518.5 90 33 rS 256 529 53 12 rC gR gS 251 493 63 48 rC 256 538 :M 1 G f435 sf 0 G -.197(Ora Lassila)A gR 1 G gS 94 339 374 215 rC 375 518 91 34 rF 0 G 375.5 518.5 90 33 rS 378 529 75 12 rC gR gS 373 493 85 48 rC 378 538 :M 0 G f435 sf .023(lassila@w3.org)A gR 0 G gS 94 339 374 215 rC np 287 519 :M 293 509 :L 298 517 :L 287 519 :L eofill -1 -1 289 518 1 1 355 472 @b 282 484 28 12 rC gR gS 277 448 38 48 rC 282 493 :M f435 sf -.217(Name)A gR gS 94 339 374 215 rC np 422 519 :M 411 517 :L 416 509 :L 422 519 :L eofill 355 473 -1 1 421 517 1 355 472 @a 392 484 27 12 rC gR gS 387 448 37 48 rC 392 493 :M f435 sf -.415(Email)A gR gS 287 387 35 12 rC gR gS 282 351 45 48 rC 287 396 :M f435 sf -.163(Creator)A gR gS 4 26 553 709 rC 40 578 :M f435 sf -.071(and a possible syntax for it is)A f556 sf (\312)S f435 sf (:)S 40 602 :M f616 sf -.538()A 40 613 :M -.487( )A 40 624 :M -.486( )A 40 635 :M -.501( )A 40 657 :M -.486( )A 40 668 :M -.493( Ora Lassila)A 40 679 :M -.491( lassila@w3.org)A 40 690 :M -.501( )A 40 701 :M -.522( )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (26)S gR endp showpage %%Page: 27 27 %%BeginPageSetup initializepage (Damien ; page : 27 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .423 .042(Here is an example of the Dublin Core used with the proposed RDF syntax. The following Dublin )J 40 83 :M .011 .001(Core properties are used)J f556 sf (\312)S f435 sf .012 .001(: \322Title\323, \322Description\323, \322Publisher\323, \323Date\323, \322Subject\323, \322Type\323, \322Format\323, )J 40 95 :M -.092(and \322Language\323.)A 40 119 :M f616 sf -.547()A 40 152 :M -.488( )A 40 163 :M -.485( D-Lib Program - Research in Digital Libraries)A 40 174 :M -.485( The D-Lib program supports the community of people)A 40 185 :M -.486( with research interests in digital libraries and electronic)A 40 196 :M -.493( publishing.)A 40 207 :M -.484( Corporation For National Research Initiatives)A 40 218 :M -.493( 1995-01-07)A 40 229 :M -.507( )A 40 240 :M -.508( )A 40 251 :M -.487( Research; statistical methods)A 40 262 :M -.486( Education, research, related topics)A 40 273 :M -.489( Library use Studies)A 40 284 :M -.507( )A 40 295 :M -.505( )A 40 306 :M -.488( World Wide Web Home Page)A 40 317 :M -.491( text/html)A 40 328 :M -.493( en)A 40 339 :M -.501( )A 40 350 :M -.522( )A 40 373 :M f435 sf -.057(\(from)A f556 sf (\312)S f435 sf -.057(: the W3C Proposed Recommendation for RDF, 5 January 1999\))A 40 385 :M -.052(RDF is now a W3C Recommendation)A f556 sf (\312)S f435 sf -.028(: )A f640 sf 0 0 .867 :F -.054(http://www.w3.org/TR/REC-rdf-syntax/)A 40 397 :M 0 G f435 sf -.108(The schema specification for RDF is still a proposed recommendation.)A 40 421 :M .525 .053(The RDF definition is rather large \(about 33 pages\), and has many features to allow its use for all )J 40 433 :M .437 .044(kinds of metadata. Its generalised use would be useful to get the structure of any metadata and the )J 40 445 :M .639 .064(semantics of the structure, but its complexity might slow down its use. Actually, it could even be )J 40 457 :M 1.627 .163(used to describe resources that are not really metadata)J 322 457 :M f556 sf .2(\312)A f435 sf 1.888 .189(: it would give universally understood )J 40 469 :M -.089(semantics to the documents. Implementing an RDF parser is probably not very simple, but fortunately )A 40 481 :M -.121(there are already free parsers available.)A 40 520 :M f571 sf 14 u571 :p 158.644 :m 4.469 .447(Practical considerations)J f655 sf 8 u655 :p 2.212 :m .212(\312)A f571 sf 14 u571 :p 125.145 :m 2.606 .261(: using XML today)J 40 544 :M f586 sf 3.158 .316(Creating and Editing)J 40 556 :M f435 sf -.132(Many tools have been created recently, to)A f556 sf -.054(\312)A f435 sf (:)S 50 568 :M (\245)S 58 568 :M -.225(create and edit DTDs)A 50 580 :M (\245)S 58 580 :M -.131(create and edit XML documents \(validating or not against a DTD\), usually for general XML )A 58 592 :M -.104(document with no feature specific to a DTD. Some publishing applications previously using )A 58 604 :M -.114(SGML allow the editing of a text with XML formatting.)A 50 616 :M (\245)S 58 616 :M -.164(create XML documents automatically from databases)A 50 628 :M (\245)S 58 628 :M -.123(convert SGML or other hierarchic formats with no interface to XML)A 40 664 :M f586 sf .721(Visualisation)A 40 676 :M f435 sf -.06(A simple text editor can be used to look at an XML document. Various programs can also display the )A 40 688 :M .948 .095(XML tree graphically and let a user browse it, like Jumbo \(Murray-Rust 1999\))J 437 688 :M 1.116 .112( \(also allowing a )J 40 700 :M .903 .09(modification of the document\), Internet Explorer 5, or a simple "XML browser" applet designed )J 40 712 :M -.019(during the thesis.)A 76 724 :M -.026(However, a specific interface for the DTD is usually required. There are many ways to create )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (27)S gR endp showpage %%Page: 28 28 %%BeginPageSetup initializepage (Damien ; page : 28 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.169(a user interface for a DTD)A f556 sf -.07(\312)A f435 sf (:)S 50 83 :M (\245)S 58 83 :M -.143(with a direct transformation into HTML)A f556 sf -.057(\312)A f435 sf (:)S 76 95 :M .639 .064(this works for a given DTD, but a programming language has to be used for that, and this )J 58 107 :M -.015(solution is not very flexible. Also, the features of the interface are limited to the HTML interface )A 58 119 :M .007 .001(\(with no support for XLink, for instance\).)J 50 131 :M (\245)S 58 131 :M (XSL)S f556 sf (\312)S f435 sf (:)S 76 143 :M .419 .042(currently, XSL definition is not finished, and the few programs pretending to support it are )J 58 155 :M 1.598 .16(often buggy \(like Internet Explorer 5\). The best solution to use XSL today is probably to )J 58 167 :M 1.254 .125(transform an XML document with its XSL stylesheet into an HTML document with a CSS )J 58 179 :M -.037(stylesheet. Current browsers are \(nearly\) able to display HTML documents with CSS stylesheets, )A 58 191 :M -.021(so no plugin would be required for the users.)A 50 203 :M (\245)S 58 203 :M .085(CSS)A f556 sf (\312)S f435 sf (:)S 76 215 :M .931 .093(It is possible to use CSS with XML documents, to specify a user interface \(again, this is )J 58 227 :M 1.611 .161(nearly working with the latest versions of Netscape and IE\). However, CSS is not, in my )J 58 239 :M .389 .039(opinion, adapted to XML)J 183 239 :M f556 sf .122(\312)A f435 sf .86 .086(: for instance, it is not possible with CSS to add a text to the XML )J 58 251 :M .631 .063(document before it is displayed. CSS is mainly used to add text styles, fonts or colours, but it )J 58 263 :M -.108(cannot change the whole structure of an XML document to present it independently from its initial )A 58 275 :M -.017(structure \(this is possible with XSL\).)A 50 287 :M (\245)S 58 287 :M -.059(DSSSL)A f556 sf (\312)S f435 sf (:)S 76 299 :M -.088(this complex stylesheet language was used with SGML, and there are a few tools able to use it )A 58 311 :M -.074(to display SGML or XML documents, like Jade \()A 292 311 :M -.028(Clark 1999\). But these tools work only on some )A 58 323 :M -.113(platforms, and they sometimes have compatibility problems due to the differences between SGML )A 58 335 :M -.153(and XML)A f556 sf (\312)S f435 sf -.111(: although XML is in theory compatible with SGML, in practice it is not, because all the )A 58 347 :M -.065(features of SGML have not been implemented in the SGML parsers, and XML is using some rare )A 58 359 :M -.078(features, and a specific syntax for empty elements.)A 50 371 :M (\245)S 58 371 :M -.131(Java)A f556 sf (\312)S f435 sf (:)S 76 383 :M .134 .013(a Java applet is currently a good solution to create an XML browser, especially if it requires )J 58 395 :M -.098(specific features only available with a programming language, like fast interaction with the user or )A 58 407 :M .849 .085(graphical capabilities. When XSL will be defined and implemented, it will be better to use it )J 58 419 :M .374 .037(instead of Java for applications that do not require a complex user interface. Jumbo \(which has )J 58 431 :M 1.209 .121(been designed for CML \(Chemical Markup Language\) and the AML browser are both Java )J 58 443 :M (applets.)S 40 482 :M f571 sf 14 u571 :p 387.002 :m 3.059 .306(Representing XML documents in a programming language)J 40 506 :M f586 sf .503(DOM)A 40 518 :M f435 sf -.155(The Document Object Model \(DOM\) \(W3C 1999e\) is an API \(Application Programming Interface\) for )A 40 530 :M 2.061 .206(HTML and XML documents, created by the W3C. It provides a standard set of objects for )J 40 542 :M 1.147 .115(representing HTML and XML documents, a standard model for combining these objects, and a )J 40 554 :M -.115(standard interface for accessing and manipulating them.)A 76 566 :M 1.087 .109(One of the origins of the DOM is the browser war between Netscape and Microsoft, for )J 40 578 :M .489 .049(Dynamic HTML)J 123 578 :M f556 sf .238(\312)A f435 sf 2.359 .236(: the two browsers were using different interfaces for manipulating HTML )J 40 590 :M .319 .032(documents, causing the developers to program their programs twice over or abandon their web site )J 40 602 :M .378 .038(compatibility. The W3C, having Netscape and Microsoft as two of their \(important\) members, had )J 40 614 :M .345 .034(the opportunity to define a new, standard API that would be accepted by the two browser vendors. )J 40 626 :M -.026(SGML Grove \(Graph Representation of Property Values, also representing the result in memory of a )A 40 638 :M -.124(parsing\) and HyTime have also influenced the definition of the DOM.)A 76 650 :M -.153(The current DOM version, the DOM Level 1 specification, became a W3C recommendation on )A 40 662 :M .905 .091(October 1998. It is divided into two parts)J 249 662 :M f556 sf .121(\312)A f435 sf 1.036 .104(: the Core, for any XML documents, and another part )J 40 674 :M .835 .084(specific for HTML documents. Applications dealing only with HTML documents do not need to )J 40 686 :M -.116(implement all the XML interface, and applications using XML with no HTML documents do not need )A 40 698 :M -.17(to implement the HTML interface.)A 76 711 :M .329 .033(DOM is )J f347 sf .108(not)A f435 sf .349 .035( a binary specification, or a set of data structures)J 373 711 :M f556 sf .059(\312)A f435 sf .427 .043(: no restriction is made on the )J 40 723 :M .191 .019(way the objects are implemented, DOM only describes the interface \(a set of procedure names with )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (28)S gR endp showpage %%Page: 29 29 %%BeginPageSetup initializepage (Damien ; page : 29 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .774 .077(parameters, and property names for the various \322objects\323\). It can even be implemented in a non-)J 40 83 :M -.122(object-oriented language.)A 76 95 :M -.055(The API is limited, but extensive. It is difficult to implement only a part of the Core, so DOM )A 40 107 :M .836 .084(implementations are rather \322heavy\323, which is an issue on the web. Sun has expressed the will to )J 40 119 :M .479 .048(implement the DOM in the Java API, which would solve this problem)J f556 sf (\312)S f435 sf .381 .038(: the clients would have the )J 40 131 :M .253 .025(code locally, so it wouldn\325t have to be transferred at an applet\325s loading time. More information on )J 40 143 :M -.065(the DOM can be found at )A f640 sf 0 0 .867 :F -.075(http://www.w3.org/DOM/)A f435 sf 0 G (.)S 40 179 :M f586 sf 3.991 .399(A simplified interface)J 40 191 :M f435 sf -.05(Another API for XML documents was developed for the thesis, before the DOM specification. There )A 40 203 :M -.058(was no standard API at the time, and a number of people were implementing different interfaces with )A 40 215 :M -.119(common features but no compatibility.)A 76 227 :M -.02(The interface developed is much lighter than the DOM, and it voluntarily restricts XML. It is )A 40 239 :M 1.398 .14(implemented in Java with 2 classes, while the DOM recommendation for Java implementation )J 40 251 :M -.011(includes 18 classes. In fact, this interface does not really describe XML documents, but only the tree )A 40 263 :M -.033(in memory)A f556 sf (\312)S f435 sf -.025(: there is nothing to represent a forest \(a set of trees\), for instance. There are, however, all )A 40 275 :M -.018(the basic functions to access the tree, together with a few more complex functions, and one to output )A 40 287 :M .593 .059(an XML document corresponding to the tree. Clearly, this doesn\325t meet all the requirements for a )J 40 299 :M -.11(large application using many XML DTDs, but it is sufficient for an XML application using one or two )A 40 311 :M -.12(simple DTDs.)A 40 347 :M 2.591 .259(The two classes and their attributes are)J f556 sf .278(\312)A f435 sf 2.38 .238(: \(the complete interface is in Appendix 1, \322Class )J 40 359 :M -.141(xml.XMLTree\323\))A f556 sf (\312)S f435 sf (:)S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (29)S gR endp showpage %%Page: 30 30 %%BeginPageSetup initializepage (Damien ; page : 30 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 12 rC gR gS 40 75 231 98 rC gR gS 4 39 303 134 rC 40 84 :M f435 sf -.273(XMLTree)A 76 96 :M -.243(tag)A f556 sf -.099(\312)A f435 sf (:)S 148 96 :M -.066(String)A 76 108 :M -.243(val)A f556 sf -.099(\312)A f435 sf (:)S 148 108 :M -.066(String)A 76 120 :M -.248(attr)A f556 sf -.124(\312)A f435 sf (:)S 148 120 :M -.191(Vector of Attributes)A 76 132 :M -.183(father)A f556 sf -.078(\312)A f435 sf (:)S 148 132 :M -.273(XMLTree)A 76 144 :M -.126(next_brother)A f556 sf (\312)S f435 sf (:)S 148 144 :M -.273(XMLTree)A 76 156 :M -.135(first_child)A f556 sf -.06(\312)A f435 sf (:)S 148 156 :M -.273(XMLTree)A gR gS 281 75 234 98 rC gR gS 245 39 306 134 rC 281 84 :M f435 sf -.29(Attribute)A 317 96 :M -.274(name)A f556 sf -.084(\312)A f435 sf (:)S 389 96 :M -.066(String)A 317 108 :M -.243(val)A f556 sf -.099(\312)A f435 sf (:)S 389 108 :M -.066(String)A gR gS 40 174 481 561 rC 186 186 190 128 rC 1 G 279.5 194.5 8.5 @i 0 G 279.5 194.5 8 @e 1 G 279.5 248.5 8.5 @i 0 G 279.5 248.5 8 @e 1 G 240.5 302.5 8.5 @i 0 G 240.5 302.5 8 @e 1 G 217.5 248.5 8.5 @i 0 G 217.5 248.5 8 @e 1 G 342.5 248.5 8.5 @i 0 G 342.5 248.5 8 @e 1 G 194.5 302.5 8.5 @i 0 G 194.5 302.5 8 @e 1 G 319.5 299.5 8.5 @i 0 G 319.5 299.5 8 @e 1 G 364.5 299.5 8.5 @i 0 G 364.5 299.5 8 @e np 272 249 :M 261 253 :L 261 245 :L 272 249 :L eofill 44 226 249.5 @c np 335 249 :M 324 253 :L 324 245 :L 335 249 :L eofill 45 288 249.5 @c np 288 201 :M 299 204 :L 293 211 :L 288 201 :L eofill 289 203 -1 1 337 240 1 289 202 @a np 233 303 :M 222 307 :L 222 299 :L 233 303 :L eofill 28 203 303.5 @c np 357 300 :M 346 304 :L 346 296 :L 357 300 :L eofill 27 328 300.5 @c np 198 295 :M 198 284 :L 206 287 :L 198 295 :L eofill np 213 257 :M 213 268 :L 205 265 :L 213 257 :L eofill -1 -1 199 294 1 1 212 258 @b np 322 292 :M 322 281 :L 330 284 :L 322 292 :L eofill np 337 257 :M 337 268 :L 329 265 :L 337 257 :L eofill -1 -1 323 291 1 1 336 258 @b np 220 257 :M 228 265 :L 220 268 :L 220 257 :L eofill 220 259 -1 1 238 294 1 220 258 @a np 348 257 :M 356 265 :L 348 268 :L 348 257 :L eofill 348 259 -1 1 363 291 1 348 258 @a np 223 241 :M 228 231 :L 234 238 :L 223 241 :L eofill np 272 201 :M 267 211 :L 261 204 :L 272 201 :L eofill -1 -1 225 240 1 1 270 202 @b np 280 203 :M 284 214 :L 276 214 :L 280 203 :L eofill 36 280.5 205 @w gR gS 4 138 553 597 rC 171 326 :M f435 sf -.132(links between the nodes in this implementation)A 40 365 :M f571 sf 14 u571 :p 228.001 :m 2.914 .291(Implementation of an XML parser)J 40 389 :M f586 sf 2.161(SAX)A 40 401 :M f435 sf .106 .011(SAX \(Simple API for XML\) \(Megginson 1999\))J 272 401 :M .377 .038( is an event-based API for XML parsers. It is not a )J 40 413 :M -.057(W3C standard, but it has been widely used since its definition, in May 1998.)A 40 425 :M .522 .052(The \322event-based\323 specification means that a parser following this API has to generate events \(by )J 40 437 :M -.082(calling procedures\) when it parses an XML document. For instance, the document)A f556 sf (\312)S f435 sf (:)S 40 449 :M f616 sf -.502()A 40 460 :M -.598()A 40 471 :M -.497(Hello, world !)A 40 482 :M -.574()A 40 505 :M f435 sf -.14(generates the events)A f556 sf -.058(\312)A f435 sf (:)S 69 517 :M f616 sf -.515(start document)A 69 528 :M -.507(start element: doc)A 69 539 :M -.505(start element: para)A 69 550 :M -.498(characters: Hello, world !)A 69 561 :M -.508(end element: para)A 69 572 :M -.51(end element: doc)A 69 583 :M -.522(end document)A 40 606 :M f435 sf .564 .056(DOM, on the other hand, is a tree-based API, always referring to the tree in-memory to access an )J 40 618 :M .028 .003(XML document. It might be better, for a very long document that doesn\325t fit in memory, to use only )J 40 630 :M .3 .03(SAX. Many DOM implementations \(like the Docuverse\325s DOM SDK\) are actually based on top of )J 40 642 :M -.182(SAX)A f556 sf (\312)S f435 sf -.115(: the DOM tree\(s\) are created with the events generated by an SAX-conformant parser.)A 40 666 :M .831 .083(The SAX interface is separated into four interfaces that have to be implemented by a parser)J f556 sf .091(\312)A f435 sf .438 .044(: the )J 40 678 :M -.107(\322document handler\323, the \322DTD handler\323, the \322Entity resolver\323, and the \322error handler\323.)A 40 690 :M -.043(More information on SAX can be found at )A f640 sf 0 0 .867 :F -.05(http://www.megginson.com/SAX/)A f435 sf 0 G (.)S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (30)S gR endp showpage %%Page: 31 31 %%BeginPageSetup initializepage (Damien ; page : 31 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f586 sf 3.656 .366(A simplified XML parser)J 40 83 :M f435 sf .479 .048(An event-based parser has been created by us, before the SAX definition. It is used to parse XML )J 40 95 :M .741 .074(documents and create a tree in memory of the XMLTree class. The idea is the same as for SAX, )J 40 107 :M .39 .039(although not all the features of XML are implemented)J 306 107 :M f556 sf .08(\312)A f435 sf .631 .063(: there is no \322DTD handler\323 and no \322Entity )J 40 119 :M -.085(resolver\323 \(the entities are not supported\).)A 76 131 :M -.111(The advantage is that it\325s very \322light\323 and fast)A 293 131 :M f556 sf (\312)S f435 sf -.088(: if we add the implementation of the parser and )A 40 144 :M -.066(the tree in memory, it is still smaller than the )A f347 sf -.07(specification)A f435 sf -.083( for the DOM !)A 40 168 :M -.101(The javadoc-generated documentation is available in Appendix 2, \322Class xml.Parser_XML\323.)A 40 207 :M f571 sf 14 u571 :p 305.002 :m 2.757 .276(Thoughts and perspectives on the use of XML)J 40 231 :M f586 sf 2.659 .266(Adding content to a structured document, or adding markup to a text ?)J 40 243 :M f435 sf -.03(More and more metadata is required today to handle complex information on the web. One approach )A 40 255 :M -.066(to solve this problem is to add company-specific tags in existing HTML pages. As the browsers don\325t )A 40 267 :M -.071(recognise the new tags, that don\325t display them and they are hidden from the user\325s view. This kludge )A 40 279 :M .225 .022(is opposed to the XML approach, because the new tags are defined nowhere, and can be in conflict )J 40 291 :M -.081(with other company-specific tags. The HTML documents created in this way are far from conforming )A 40 303 :M -.087(to the current HTML DTD, thus slowing down the interoperability efforts.)A 76 315 :M -.061(The adepts for this technique can argue that only HTML is really available today, and that it\325s )A 40 327 :M .511 .051(a simple solution to add metadata to existing web pages. But, by continuing in this direction, they )J 40 339 :M -.072(forget about switching to a true solution.)A 76 351 :M .239 .024(The use of XML, with a DTD, is more rigorous and provides more flexibility. Even when a )J 40 363 :M -.071(document has little metadata, it is better, for automatic processing, to format it rigorously. At the time )A 40 375 :M -.08(when style and metadata information was written by hand, it was understandable, from a human point )A 40 387 :M -.045(of view, to add some metadata tags only when needed, but this is history.)A 40 423 :M f586 sf 3.054 .305(XML islands in HTML)J 40 435 :M f435 sf -.086(This was another threat to true XML)A 214 435 :M f556 sf (\312)S f435 sf -.023(: Microsoft, probably afraid of rewriting the core of its browser, )A 40 447 :M -.091(suggested to support XML only within HTML documents. At the time, they were trying to justify that )A 40 459 :M .298 .03(IE could handle XML without handling real XML documents. But the XML defenders refused any )J 40 471 :M .136(compromise)A f556 sf (\312)S f435 sf .402 .04(: this easy solution would have destroyed the idea\(l\) of DTD conformance \(or at least )J 40 483 :M .217 .022(rigorous structure\) for all documents over the web. In the end, it seems Microsoft changed its mind )J 40 495 :M -.079(because the new IE is trying to support real XML documents.)A 76 507 :M -.057(A mix of DTDs \(like HTML and another DTD in a single document\), more and more needed, )A 40 519 :M -.078(can be achieved with the namespaces standard, without loosing the good properties of XML.)A 40 555 :M f586 sf 2.686 .269(An XML Tower of Babel ?)J 40 567 :M f435 sf .244 .024(HTML was a standard for any information on the web. Tomorrow, many different XML languages )J 40 579 :M .779 .078(with various DTDs will coexist. Programs using all the web resources, for instance for indexing, )J 40 591 :M 1.084 .108(need some uniform resource for all the documents, and this isn\325t quite ready for XML yet. The )J 40 603 :M -.023(Dublin Core provides a minimum set of metadata that could be included in all XML documents with )A 40 615 :M .108 .011(the namespaces standard. To add more metadata in a uniform way, RDF will probably be used. The )J 40 627 :M -.086(whole mechanism is being built, but it will be years before it is significantly used.)A 76 651 :M .032 .003(Even with a standard system for basic metadata, there will still be the risk that several DTDs )J 40 663 :M .078 .008(are written for the same applications. The result would not be worse than current HTML files, but it )J 40 675 :M .542 .054(would reduce the advantages for using XML)J 261 675 :M f556 sf .074(\312)A f435 sf .646 .065(: automatic processing would still be possible, but it )J 40 687 :M 2.126 .213(would require conversions between the documents. Sometimes the conversion would not be )J 40 699 :M .11 .011(complete, causing the usual compatibility problems. Well, some companies seem to like proprietary )J 40 711 :M .954 .095(formats causing incompatibilities because of their commercial advantages, so they will probably )J 40 723 :M -.079(appreciate the fact that this is still possible with XML...)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (31)S gR endp showpage %%Page: 32 32 %%BeginPageSetup initializepage (Damien ; page : 32 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 83 :M f435 sf .878 .088(To avoid the \322Tower of Babel\323 risk, DTDs can be organised in two ways. First, the base )J 40 95 :M -.006(elements to build the DTDs can be common among many DTDs. An example of this is MathML, an )A 40 107 :M -.009(XML language to write mathematical expressions)A f556 sf (\312)S f435 sf -.008(: this language is not very useful alone, but can be )A 40 119 :M -.025(used within other DTDs. Second, DTDs for distinct applications can be clustered together to create a )A 40 131 :M -.081(new language able to address many different subjects.)A 40 167 :M f586 sf 3.608 .361(The political side)J 40 179 :M f435 sf .56 .056(The last section shows clearly that cooperation is an important factor for XML applications. Only )J 40 191 :M -.019(through cooperation can interoperability be improved, and XML only simplifies the problem, it does )A 40 203 :M -.06(not solve it by itself.)A 76 215 :M .466 .047(This doesn\325t mean that official agreements have to be signed to design an XML language)J 516 215 :M f556 sf .16(\312)A f435 sf .46 .046(: )J 40 227 :M .096 .01(most companies have now realised that cooperation was possible even with rivals, and that not only )J 40 239 :M .668 .067(the customers benefit from a standard, open format. A striking example of this is the cooperation )J 40 251 :M -.037(between Netscape and Microsoft within the W3C for designing XML, while they still have a number )A 40 263 :M -.013(of ongoing court cases.)A 76 275 :M -.096(As more and more people realise they are using similar DTDs for some applications, they tend )A 40 287 :M -.09(to think a unification of the formats is possible)A f556 sf (\312)S f435 sf -.104(: XML also encourages cooperation.)A 40 323 :M f586 sf 3.426 .343(XML and databases)J 40 335 :M f435 sf -.073(Many DBMS \(Database Management Systems\) now have the possibility to create an external view of )A 40 347 :M .069 .007(a database as an XML repository \(a set of XML documents\), and a few databases are actually based )J 40 359 :M .754 .075(on real XML repositories. But the success of XML should not make one forget the usefulness of )J 40 371 :M -.064(traditional databases)A 138 371 :M f556 sf .105(\312)A f435 sf 1.042 .104(: they provide many important processing features with an internal structure )J 40 383 :M -.077(designed to optimise the speed.)A 76 395 :M .362 .036(It would be very difficult to provide the same features with a database using a collection of )J 40 407 :M .322 .032(XML documents as its internal structure. As the databases become more and more oriented toward )J 40 419 :M .125 .012(XML and other views lose of their importance, however, it could be interesting to find a solution to )J 40 431 :M -.114(optimise the creation and use of XML documents without losing the traditional database features.)A 76 455 :M -.054(XML is a bridge between unstructured data and structured data with strong typing. Compared )A 40 467 :M -.034(to plain text or HTML, it adds structuring information, but it still allows the use of unstructured data, )A 40 479 :M 1.462 .146(and there is \(yet\) no standard mechanism in XML to specify strong typing as in databases. A )J 40 491 :M -.064(proposed solution, to specify for example that an XML element content is a float, is to use processing )A 40 503 :M 1.094 .109(instructions in the XML document. But this idea \(and the associated syntax\) is not in the XML )J 40 515 :M -.122(specification, and it would be more logical to add this information in the DTD \(actually, a new schema )A 40 527 :M 5.607 .561(\(DTD syntax\) for XML is being created now \(W3C 1999f\), with such features )J 40 539 :M <28>S f640 sf 0 0 .867 :F .025(http://www.w3.org/TR/NOTE-xml-schema-req)A f435 sf 0 G (\)\).)S 76 563 :M .248 .025(The lack of strong typing in XML is an issue for databases, for instance to query databases. )J 40 575 :M .067 .007(This problem can appear for the creation of an XML query language)J 371 575 :M f556 sf .058(\312)A f435 sf .346 .035(: will it be possible to use it to )J 40 587 :M .631 .063(query databases? If a strong typing mechanism is provided in XML, it will add to its complexity, )J 40 599 :M -.044(which is also an issue considering XML goals.)A 76 623 :M -.065(Is there a solution to use XML documents internally and still benefit from traditional database )A 40 635 :M .345 .035(advantages? A problem for this is the tree structure of XML documents)J 390 635 :M f556 sf .083(\312)A f435 sf .536 .054(: the tree structure is not a )J 40 647 :M 2.273 .227(usual structure/type in current databases, especially relational databases. In object-relational )J 40 659 :M 1.619 .162(databases, a tree could be encapsulated into an attribute, but this approach would dismiss the )J 40 671 :M -.079(representation of the tree from the database structure, thus not truly solving the problem. With object-)A 40 683 :M -.079(oriented databases, it would be possible to create a class for an element in the DTD \(or, if the DOM is )A 40 695 :M .426 .043(used, simply use the same objects in the database as in the object-oriented code\), but the instances )J 40 707 :M -.105(would become complex and heavy for DTDs having a lot of elements and a deep structure. If methods )A 40 719 :M .329 .033(are to be associated with certain elements in the DTD, object-oriented databases are a solution, but )J 40 731 :M .675 .067(they could be a little slow for the processing. This leads to the question)J f556 sf .081(\312)A f435 sf .511 .051(: at what point in the tree )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (32)S gR endp showpage %%Page: 33 33 %%BeginPageSetup initializepage (Damien ; page : 33 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .683 .068(structure should the database representation stop? A type in the database could represent a whole )J 40 83 :M -.065(XML document, or an XML tree, or an XML leaf \(an element without any children\). The indexing of )A 40 95 :M -.102(the database should also be taken into account)A 258 95 :M f556 sf (\312)S f435 sf -.058(: some elements in the structure can be chosen as a key )A 40 107 :M .592 .059(for the indexing to speed up a search, but this requires a representation of the tree in the database )J 40 119 :M -.069(representation.)A 76 143 :M -.031(It has been suggested that hierarchical databases could be used to represent XML documents. )A 40 155 :M -.078(They have not been abandoned by mere chance, though)A 304 155 :M f556 sf (\312)S f435 sf -.042(: they were useful for quick processing based )A 40 167 :M .695 .07(on a fixed key, but they were not flexible and required knowledge of the physical representation. )J 40 179 :M .594 .059(Maybe a new conceptual model could be created, more adapted to XML, but in the meantime the )J 40 191 :M -.087(OODBMS \(Object Oriented Database Management Systems\) are probably the best suited to represent )A 40 203 :M -.05(XML documents.)A 76 227 :M .177 .018(An experimental DBMS for XML and OEM \(a language similar to XML but not supporting )J 40 239 :M -.123(DTDs\) documents is Lore \()A 170 239 :M -.004(Goldman, McHugh & Widom, 1999, Stanford 1999\), under development )A 40 251 :M .246 .025(at Stanford University. Lore is focused on queries in XML repositories)J f556 sf (\312)S f435 sf .185 .019(: it features a specific query )J 40 263 :M 1.238 .124(language for XML, and a way to make a query with an XML document \(as an example of the )J 40 275 :M .806 .081(documents to look for\). Its internal structure, originally developed for the OEM data model, was )J 40 287 :M -.093(adapted to XML.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (33)S gR endp showpage %%Page: 34 34 %%BeginPageSetup initializepage (Damien ; page : 34 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .206 .021(IV. )J f481 sf 18 u481 :p 218.725 :m .797 .08(SOFTWARE STRUCTURES)J 76 102 :M f435 sf .198 .02(To use distributed process and exchange information in various ways, it is also important to )J 40 114 :M 1.744 .174(use good software structures, with abstract interfaces. The object-oriented concept was a key )J 40 126 :M 1.74 .174(evolution in software structures, but is still relatively recent. Encapsulation of \322objects\323 with )J 40 138 :M -.014(interfaces is a fundamental idea to perform tasks over distributed sources, and this choice deserved a )A 40 150 :M -.078(whole chapter of explanations.)A 40 177 :M f571 sf 14 u571 :p 49 :m .65(History)A 76 201 :M f435 sf .022 .002(At the beginning of computer science, all the hardware required was very expensive, and the )J 40 213 :M .343 .034(software was limited in size and complexity. The first systems were only taking care of dialoguing )J 40 225 :M 1.861 .186(with the hardware, giving a small interface to programs. All these programs were written in )J 40 237 :M .613 .061(assembler, and could not be used on different machines. To save up memory, the programs could )J 40 249 :M -.067(modify their own code, and most data were a part of the program.)A 76 261 :M -.045(With the hardware advance in cost and capacity, it became possible to write bigger programs, )A 40 273 :M .735 .074(and more structuring was needed to avoid bugs. The system became in charge of more and more )J 40 285 :M 1.553 .155(processing needed by different applications, and part of the system was copied into read-only )J 40 297 :M .617 .062(memory. Safe programs were possible thanks to more restrictions)J f556 sf .056(\312)A f435 sf .536 .054(: a separation occurred between )J 40 309 :M .318 .032(data and programs, with the appearance of read-write-execute flags for different segments dividing )J 40 321 :M -.094(the memory. Different kinds of memory and storage of information appeared, each with a speciality.)A 76 333 :M .252 .025(Then, programs became divided into procedures, thus allowing collective work on the same )J 40 345 :M 2.302 .23(software. And later, programs could communicate with each other, adding another level of )J 40 357 :M -.101(complexity. The operating systems became composed of many layers separated by specific interfaces.)A 76 369 :M .033 .003(Each time a significative progress was made, it was with the help of structuring, putting new )J 40 381 :M .303 .03(restrictions on the software)J 173 381 :M f556 sf .1(\312)A f435 sf .752 .075(: at first, it could have looked to be a hindrance for speed and overall )J 40 393 :M .213 .021(performance, but because of our limited human minds and our limited communication possibilities, )J 40 405 :M -.125(creating a new interface has proved to be a fundamental step to reach another level of complexity.)A 76 417 :M -.074(Abstraction is useful tool to reduce complexity. As software became more complex the ability )A 40 429 :M 1.717 .172(to work with it using abstractions became more important. One such abstraction that became )J 40 441 :M 2.378 .238(interesting and useful from research in the 70's is the Abstract Data Type. An ADT is an )J 40 453 :M -.077(encapsulation of a data structure along with the procedures \(operations\) that manipulate that data. It is )A 40 465 :M -.091(said to be encapsulated when its state is implied, meaning that it is only visible and accessible through )A 40 477 :M -.091(the procedures. Languages that implemented ADT's were Modula2 and Ada. )A 76 489 :M .62 .062(Today, ADT's utility has evolved into a collection of languages said to be object-oriented. )J 40 501 :M -.068(Such languages express ADT's as objects. To express an ADT as an object also requires something to )A 40 513 :M -.097(dynamically create new copies, which have attributes \(state\) and behaviour \(operations\).)A 76 525 :M .067 .007(The object oriented concept and the cross-platform language Java were two other huge steps )J 40 537 :M -.01(towards reusable software.)A 40 576 :M f571 sf 14 u571 :p 186 :m 4.099 .41(The object-oriented concept)J 76 600 :M f435 sf .88 .088(The object-oriented approach is based on an intuitive correspondence between a software )J 40 612 :M .208 .021(simulation of a physical system and the physical system itself. The analogy between an algorithmic )J 40 624 :M .444 .044(model and a mechanical model leads to the common use of the word \322object\323, although the use of )J 40 636 :M -.008(abstract objects, not connected with the real world, is possible with the software model. The concept )A 40 648 :M .102 .01(of objects in computer science was first used with Simula, where an object was thought of as a self-)J 40 660 :M .943 .094(contained program having its own data and procedures \(Birtwistle, Dahl, Myhrhang & Nygaard, )J 40 672 :M .201(1973\).)A 76 684 :M 1.065 .107(According to Brad Cox \(Cox 1986\), the main problems addressed by the object-oriented )J 40 696 :M .682 .068(concept are the bulk of code, and the surface area. As a project grows, the number of individuals )J 40 708 :M -.027(implied increases, resulting in an increased amount of effort for coordination. Dividing a project into )A 40 720 :M -.064(independent sub-projects reduces this overhead. Brad Cox associates the idea of sub-projects\325 surface )A 40 732 :M .221 .022(area with the following issues)J f556 sf (\312)S f435 sf .212 .021(: information hiding, abstract data types, time sequence of operations )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (34)S gR endp showpage %%Page: 35 35 %%BeginPageSetup initializepage (Damien ; page : 35 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .221 .022(area with the following issues)J f556 sf (\312)S f435 sf .212 .021(: information hiding, abstract data types, time sequence of operations )J 40 83 :M .498 .05(\(the surface area increases when a consumer has to do things in order, as required by the objects\), )J 40 95 :M .803 .08(garbage collection, protection domains \(like files or pipes used for communication between sub-)J 40 107 :M 1.486 .149(elements\), concurrency. These problems are well solved by modern object-oriented languages, )J 40 119 :M -.089(although not perfectly.)A 40 143 :M -.109(To summarise, the good properties of the object-oriented concept are)A f556 sf (\312)S f435 sf (:)S 50 155 :M (\245)S 58 155 :M .28(encapsulation)A f556 sf .111(\312)A f435 sf .997 .1(: objects form natural data abstractions boundaries and help focus a design on )J 58 167 :M 1.713 .171(system structures instead of algorithms. As the objects are behaviourally autonomous, the )J 58 179 :M -.089(reorganisations become easier.)A 50 192 :M (\245)S 58 192 :M 2.374 .237(data abstraction)J f556 sf .163(\312)A f435 sf 1.258 .126(: with the emphasis on )J 263 192 :M f347 sf .732(what)A f435 sf 1.681 .168( rather than )J f347 sf .836(how)A f435 sf 1.904 .19(, and the generalised use of )J 58 204 :M -.085(inheritance, every part of a program becomes reusable.)A 50 216 :M (\245)S 58 216 :M -.071(dynamic binding)A 139 216 :M f556 sf .066(\312)A f435 sf .675 .067(: polymorphism is possible at runtime, giving more freedom to programming )J 58 228 :M -.105(and enabling the use of more intuitive concepts.)A 40 252 :M -.005(These good properties can be obtained by other means than objects, but objects give an intuitive and )A 40 264 :M -.017(uniform framework.)A 76 288 :M .388 .039(Although object-oriented programs have not replaced all the other software structures, they )J 40 300 :M -.012(have developed a lot during the last ten years. Two elements have slowed its progress)A f556 sf (\312)S f435 sf -.012(: using objects )A 40 312 :M -.098(generally requires a maintenance overhead, which is not appropriate for some procedures having to be )A 40 324 :M -.065(very optimised \(but these procedures can be included into an object-oriented framework\), and object-)A 40 336 :M .304 .03(oriented programming is not as simple as procedural programming, so it is often not used for short )J 40 348 :M .566 .057(programs. Compatibility requirements with older programs is another reason for not using object-)J 40 360 :M -.063(oriented programs, although interfaces are possible.)A 76 384 :M .608 .061(A few studies have tried to measure the importance of the concepts underlying the object-)J 40 396 :M 1.099 .11(oriented one. Linda Rising and co-authors defined a metric for information hiding in \(Rising & )J 40 408 :M -.038(Calliss, 1994\). The most important criteria in their information hiding metric seems to be the number )A 40 420 :M .507 .051(of design decisions for a given module. Another study \(Abreu & Melo, 1996\) tries to evaluate the )J 40 432 :M 1.858 .186(following metrics)J f556 sf .118(\312)A f435 sf 1.258 .126(: Method Hiding Factor, Attribute Hiding Factor, Method Inheritance Factor, )J 40 444 :M -.015(Attribute Inheritance Factor, Polymorphism Factor and Coupling Factor. Unfortunately, this study is )A 40 456 :M .819 .082(not based on a big dataset, and is not conclusive for some of these factors. As they state in their )J 40 468 :M 1.369 .137(conclusion, \322there is an obvious lack of conclusive studies in this field and further research is )J 40 480 :M -.033(required\323.)A 40 519 :M f571 sf 14 u571 :p 203.001 :m 3.05 .305(The foundation of the Internet)J 40 543 :M f586 sf 4.402 .44(Internet history)J 40 555 :M f435 sf 1.084 .108(The Internet began as the ARPANET during the cold war in 1969. It was developed by the US )J 40 567 :M -.074(Department of Defense's \(DOD\) research people in conjunction with a number of military contractors )A 40 579 :M .301 .03(and universities to explore the possibility of a communication network that could survive a nuclear )J 40 591 :M 1.334 .133(attack. It continued simply because the DOD, its contractors, and the universities found that it )J 40 603 :M -.109(provided a very convenient way to communicate.)A 76 627 :M -.095(For the first decade that the Internet was in existence, it was primarily used to facilitate e-mail, )A 40 639 :M .179 .018(support online discussion groups, allow access to distant databases, and support the transfer of files )J 40 651 :M -.083(between government agencies, companies and universities.)A 76 675 :M 1.476 .148(During the early 1980s, all the interconnected research networks were converted to the )J 40 687 :M -.024(TCP/IP protocol \(this enables all of the networks of the Internet to send data back and forth\), and the )A 40 700 :M 1.416 .142(ARPANET became the )J f347 sf .345(backbone)A f435 sf 1.042 .104( \(the physical connection between the major sites\) of the new )J 40 712 :M .007 .001(Internet, which comprised all TCP/IP-based networks connected to the ARPANET. This conversion )J 40 724 :M -.056(to TCP/IP was completed by the end of 1983 - and the Internet was born.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (35)S gR endp showpage %%Page: 36 36 %%BeginPageSetup initializepage (Damien ; page : 36 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 83 :M f586 sf .801(TCP/IP)A 76 95 :M f435 sf -.061(TCP/IP is actually a layered suite of protocols, as described by the graphic below. IP \(Internet )A 40 107 :M .799 .08(Protocol\) is the basis, with ICMP \(Internet Control Message Protocol\), is the basis)J f556 sf .082(\312)A f435 sf .512 .051(: it provides a )J 40 119 :M .182 .018(mechanism to send units of data \322datagrams\323 on a physical network. Based on IP are two protocols )J 40 131 :M -.002(providing a higher level interface to transmit the information)A f556 sf (\312)S f435 sf -.002(: TCP \(Transmission Control Protocol\) )A 40 143 :M .462 .046(and UDP \(User Datagram Protocol\). UDP is the fastest and most simple, and doesn\325t add much to )J 40 155 :M .007 .001(IP, while TCP establishes a whole \322connection\323, and always ensures that the datagrams arrive in the )J 40 167 :M 1.836 .184(order they were sent, with uncorrupted data. Based on TCP and UDP are many \322application )J 40 179 :M 1.584 .158(protocols\323 for various tasks over the network, most of them using a client/server system. For )J 40 191 :M .007 .001(instance, HTTP \(HyperText Transfer Protocol\) is used to transmit HTML files, SMTP \(Simple Mail )J 40 203 :M .368 .037(Transfer Protocol\) delivers electronic mail, FTP \(File Transfer Protocol\) is used for interactive file )J 40 215 :M .545 .054(transfer between hosts, DNS \(Domain Name Service\) maps IP addresses to the names assigned to )J 40 227 :M .331 .033(network devices, and NFS \(Network File System\) allows files to be shared by various hosts on the )J 40 239 :M -.062(network as if they were local drives.)A 61 254 439 110 rC 1 G 158 329 340 34 rF 0 G 158.5 329.5 339 33 rS 297 337 63 13 rC gR gS 292 301 73 49 rC 297 346 :M 1 G f435 sf 0 G -.033(IP and ICMP)A gR 1 G gS 61 254 439 110 rC 158 292 195 34 rF 0 G 158.5 292.5 194 33 rS 1 G 362 292 136 34 rF 0 G 362.5 292.5 135 33 rS 243 303 23 13 rC gR gS 238 267 33 49 rC 243 312 :M 0 G f435 sf (TCP)S gR 0 G gS 417 303 24 13 rC gR gS 412 267 34 49 rC 417 312 :M 1 G f435 sf 0 G (UDP)S gR 1 G gS 61 254 439 110 rC 158 255 51 34 rF 0 G 158.5 255.5 50 33 rS 167 266 30 13 rC gR gS 162 230 40 49 rC 167 275 :M f435 sf 0 G (HTTP)S gR gS 61 254 439 110 rC 215 255 51 34 rF 0 G 215.5 255.5 50 33 rS 223 266 32 13 rC gR gS 218 230 42 49 rC 223 275 :M f435 sf 0 G -.113(SMTP)A gR gS 61 254 439 110 rC 271 255 51 34 rF 0 G 271.5 255.5 50 33 rS 285 266 21 13 rC gR gS 280 230 31 49 rC 285 275 :M f435 sf 0 G .164(FTP)A gR gS 61 254 439 110 rC 362 255 51 34 rF 0 G 362.5 255.5 50 33 rS 374 266 25 13 rC gR gS 369 230 35 49 rC 374 275 :M f435 sf 0 G (DNS)S gR gS 61 254 439 110 rC 419 255 51 34 rF 0 G 419.5 255.5 50 33 rS 431 266 24 13 rC gR gS 426 230 34 49 rC 431 275 :M 0 G f435 sf .498(NFS)A gR 0 G gS 61 254 439 110 rC .5 G 35 328.5 255 @w 26 328 255.5 @c 26 328 289.5 @c 35 473.5 255 @w 26 473 255.5 @c 26 473 289.5 @c 0 G 74 62 289.5 @c 74 62 329.5 @c 67 263 51 12 rC gR gS 62 227 61 48 rC 67 272 :M f435 sf -.231(application)A gR gS 67 303 42 12 rC gR gS 62 267 52 48 rC 67 312 :M f435 sf -.081(transport)A gR gS 67 343 39 12 rC gR gS 62 307 49 48 rC 67 352 :M f435 sf -.053(network)A gR gS 4 26 553 709 rC 76 388 :M f435 sf .687 .069(The success if this architecture over systems mixing the different layers clearly shows the )J 40 400 :M .629 .063(importance of interfaces in the computer science development. Yet, it is not easy to decide of the )J 40 412 :M .953 .095(interfaces. The OSI \(Open Systems Interconnection\) model has 7 layers, and not all of them are )J 40 424 :M -.061(present in the TCP/IP model.)A 252 449 :M f685 sf 5.906 .591(OSI layers)J 99 451 363 139 rC 1 G 100 452 359 135 rF 100 452 359 135 rC .8 G 101 452 -1 0 rF 1 G 3 98 452.5 @c 3 100.5 450 @w .533 G 4 98 450.5 @c 4 98.5 450 @w 0 G .008 lw 135.008 171.004 452 @w 359.008 100 468.004 @c 359.008 100 485.004 @c 359.008 100 502.004 @c 359.008 100 519.004 @c 359.008 100 536.004 @c 359.008 100 553.004 @c 359.008 100 570.004 @c 101 453 69 14 rC 102 463 :M f700 sf -.422(LAYER)A gR gS 173 453 285 14 rC 174 463 :M f700 sf -1.161(ROLE)A gR gS 101 470 69 14 rC 102 480 :M f700 sf .327(application)A gR gS 173 470 285 14 rC 174 480 :M f700 sf 1.805 .181(applications using the network)J gR gS 101 487 69 14 rC 102 497 :M f700 sf .409(presentation)A gR gS 173 487 285 14 rC 174 497 :M f700 sf 3.541 .354(display, formatting, encryption)J gR gS 101 504 69 14 rC 102 514 :M f700 sf .212(session)A gR gS 173 504 285 14 rC 174 514 :M f700 sf 2.469 .247(initiating, maintaining, terminate logical session)J gR gS 101 521 69 14 rC 102 531 :M f700 sf .76(transport)A gR gS 173 521 285 14 rC 174 531 :M f700 sf 2.337 .234(providing end-to-end error detection and correction)J gR gS 101 538 69 14 rC 102 548 :M f700 sf .706(network)A gR gS 173 538 285 14 rC 174 548 :M f700 sf 1.441 .144(managing connections across the network)J gR gS 101 555 69 14 rC 102 565 :M f700 sf 1.751 .175(data link)J gR gS 173 555 285 14 rC 174 565 :M f700 sf 2.048 .205(providing reliable data delivery across the physical link)J gR gS 101 572 69 14 rC 102 582 :M f700 sf .457(physical)A gR gS 173 572 285 14 rC 174 582 :M f700 sf 2.846 .285(transmitting data bits)J gR gS 100 452 359 135 rC gR gS 99 451 363 139 rC 99.5 451.5 360 136 rS gR gS 4 26 553 709 rC 40 613 :M f586 sf 3.337 .334(The World Wide Web)J 76 625 :M f435 sf 2.341 .234(In 1990, HTTP, a hypertext Internet protocol which could communicate the graphic )J 40 637 :M -.044(information on the Internet, was introduced. Each individual could create graphic pages \(a Web site\), )A 40 649 :M .26 .026(which then became part of a huge, virtual hypertext network called the World Wide Web \(WWW\). )J 40 661 :M 1.241 .124(The enhanced Internet was informally renamed \322the web\323, and a huge additional audience was )J 40 673 :M -.09(created.)A 76 697 :M .952 .095(Many other applications have been created on top of TCP/IP, such as WAIS \(Wide Area )J 40 709 :M .806 .081(Information Servers\), a keyword-based IR system, and Gopher, to access a system of interlinked )J 40 721 :M 1.767 .177(informational menus. But, as the web evolved, it tended to replace the other non-multimedia )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (36)S gR endp showpage %%Page: 37 37 %%BeginPageSetup initializepage (Damien ; page : 37 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.062(protocols, and it has already killed WAIS and Gopher.)A 76 95 :M -.017(The web today is based on the already rich HTML standard, and also uses other technologies )A 40 107 :M .732 .073(to improve the communications between clients \(using a web browser\) and servers, and to create )J 40 119 :M -.019(interactive interfaces. XML, replacing HTML in many cases \(and also changing the HTML standard )A 40 131 :M .209 .021(into an \322XHTML\323 language conform to XML\), also allows the publication of more \322data-oriented\323 )J 40 143 :M -.059(information.)A 40 167 :M f586 sf 4.162 .416(Interface-oriented data \(HTML, HTML/CSS\))J 76 179 :M f435 sf -.036(HTML is the basis for the web. The \322web pages\323 are written in HTML, even though they can )A 40 191 :M -.043(point to other files in other formats, like images. HTML, defined by a SGML DTD, has evolved a lot )A 40 203 :M 1.824 .182(and its definition is much more complex than it used to be. It is now \(in version 4.0\) using )J 40 215 :M .92 .092(stylesheets, like CSS \(Cascading Style Sheet language\), to specify the fonts, colours, and layout )J 40 227 :M .69 .069(effects. CSS instructions associate HTML elements with styles, so that it is no longer required to )J 40 239 :M -.12(copy the same style information each time a given HTML element is used, for instance for a title.)A 40 263 :M f586 sf 3.384 .338(Communication with a server \(CGI, Java applets and servlets\))J 76 275 :M f435 sf -.035(HTML uses a mechanism to send information to an application on a server, returning another )A 40 288 :M 1.148 .115(HTML file. The HTML description of the information to send is done with a )J 437 288 :M f347 sf .268(form)A f435 sf .893 .089(, associating )J 40 300 :M -.007(variable names to a graphical interface \(text field, check box, ...\). Once a form is filled by a user, the )A 40 312 :M .419 .042(choice can be send as name/value pairs to a CGI program. This system has the advantage of being )J 40 324 :M -.054(very easy to use, to create a web user interface to a program. It is however limited in two ways)A 490 324 :M f556 sf (\312)S f435 sf .116 .012(: first, )J 40 336 :M .175 .018(the user interface is restricted to a few HTML elements, fine for a form but not for a more complex )J 40 348 :M -.014(user interface. In fact, with the success of the web, more and more users have been using application )A 40 360 :M -.105(with a very restricted interface, while they expect a much better presentation from their local software. )A 40 372 :M .41 .041(Secondly, the Common Gateway Interface can only be used to create a single input for a program, )J 40 384 :M -.098(execute it, and get a single result as a whole HTML document.)A 76 396 :M 2.08 .208(These limitations led to the development of Java applets)J 375 396 :M f556 sf .319(\312)A f435 sf 2.693 .269(: these are short programs, )J 40 408 :M .58 .058(downloaded in real-time by a user, to create an interactive user interface and communicate with a )J 40 420 :M .034 .003(server. Because the code is downloaded locally, all the interface work is computed locally, avoiding )J 40 432 :M -.078(the delays with the programs having their interface controlled remotely. In practice, unfortunately, for )A 40 444 :M -.018(security reasons, unsigned applets are not authorised to communicate with other servers than the one )A 40 456 :M 1.277 .128(they reside on. The process of signing an applet is very difficult today, because the two major )J 40 468 :M .344 .034(browser vendors have chosen a different, incompatible solution. As a result, the servers sometimes )J 40 480 :M -.086(have to do work that should be done locally, like calling other servers on the internet.)A 76 492 :M -.085(A new alternative to CGI programs are Java servlets, using HTML forms at the client side and )A 40 504 :M -.045(a Java program at the server side. They are an intermediary solution between CGI programs and Java )A 40 516 :M (applets.)S 40 540 :M f586 sf 3.477 .348(Interactive interface \(Java applets, Dynamic HTML\))J 76 552 :M f435 sf 1.333 .133(Another solution to create an interactive interface is to use Dynamic HTML. \322Dynamic )J 40 564 :M .839 .084(HTML\323 is a term used by some vendors to describe the combination of HTML, style sheets and )J 40 576 :M -.002(scripts that allows documents to be animated. An example of it is JavaScript, a scripting language to )A 40 588 :M -.106(modify interactively an HTML document. Dynamic HTML is usually not used to communicate with a )A 40 600 :M .788 .079(server in other ways than CGI forms)J f556 sf .085(\312)A f435 sf .672 .067(: it is mostly used to create simple interactive features to an )J 40 612 :M -.014(otherwise static web page. It has also suffered a lot from the incompatibilities between Netscape and )A 40 624 :M -.132(IE, but they have finally agreed on the DOM \(Document Object Model, described in the XML section\) )A 40 636 :M -.131(interface to use the HTML trees with the same interface.)A 40 660 :M f586 sf 4.497 .45(Data-oriented information \(XML, XML/XSL, XML/Java\))J 76 672 :M f435 sf .222 .022(XML adds a new dimension to web publishing, with the possibility to publish data-oriented )J 40 684 :M -.018(documents that can be used both for automatic processing and for the creation of a graphic interface. )A 40 696 :M -.015(However, XML alone does not provide any user interface, so it has to be combined, either with style )A 40 708 :M .658 .066(sheets like CSS or \(preferably\) XSL, or with a programming language like Java. This is a radical )J 40 720 :M -.112(change from the evolution that occurred with HTML and Java)A f556 sf (\312)S f435 sf -.118(: the web was becoming more and more )A 40 732 :M 1.145 .115(interface-oriented, with less metadata and other data that could be automatically processed. For )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (37)S gR endp showpage %%Page: 38 38 %%BeginPageSetup initializepage (Damien ; page : 38 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .652 .065(instance, a Java applet can provide a whole user interface, with no indexable text at all. By using )J 40 83 :M -.062(XML in combination with Java, one provides both a data with an explicit meaning, and an interactive )A 40 95 :M -.068(user interface.)A 40 134 :M f571 sf 14 u571 :p 129 :m 4.005 .4(Distributed Objects)J 40 158 :M f435 sf .007 .001(Changing to object-oriented programming brings many improvements, such as components reuse. It )J 40 170 :M -.049(is very useful to be able to share clearly interfaced parts of code, but it is sometimes needed to have a )A 40 182 :M .382 .038(server do some tasks at a client request. This was done with simple client/server programming, for )J 40 194 :M -.046(instance with sockets, but the use of objects over a network adds many new questions.)A 76 206 :M .988 .099(A system to distribute objects over a network is usually required to let client objects use )J 40 218 :M 1.044 .104(remote server objects transparently, as if the objects were part of the same program. This is the )J 40 230 :M -.112(object-oriented equivalent of the RPC \(Remote Procedure Call\))A f556 sf (\312)S f435 sf -.103(: an object has the role of a server, and )A 40 242 :M -.105(another one is the client.)A 76 254 :M .647 .065(Orfali, Harkey and Edwards wrote \(1996\))J f556 sf .057(\312)A f435 sf .487 .049(: \322Distributed objects are the next big wave. We )J 40 266 :M -.048(believe that distributed objects are essential for making the intergalactic client/server vision real\323 and )A 40 278 :M -.016(\322We believe that by early 1997, ORBs will become ubiquitous. And we won\325t be talking about them )A 40 290 :M 1.47 .147(any more\323. The progress were not that fast, and in 1999 ORBs \(the core of distributed object )J 40 302 :M .419 .042(systems\) are still not ubiquitous. But the needs for a universal interface between programs is more )J 40 314 :M -.075(present than ever, and distributed objects still appear as a good solution.)A 40 326 :M -.078(The following issues have been well addressed)A f556 sf (\312)S f435 sf (:)S 50 338 :M (\245)S 58 338 :M .227(publishing)A f556 sf .09(\312)A f435 sf .84 .084(: the objects providing public services should be known, and their public methods )J 58 350 :M -.288(available)A 50 362 :M (\245)S 58 362 :M -.099(security)A f556 sf (\312)S f435 sf -.1(: the services should be protected against unauthorised intrusion)A 50 374 :M (\245)S 58 374 :M -.119(transparency)A f556 sf (\312)S f435 sf -.109(: the objects should be accessed nearly as easily as if they were local)A 50 386 :M (\245)S 58 386 :M .302(reliability)A f556 sf .143(\312)A f435 sf 1.198 .12(: the use of the network, even over long distances, should not affect the methods )J 58 398 :M -.265(reliability)A 50 410 :M (\245)S 58 410 :M -.122(speed)A f556 sf (\312)S f435 sf -.111(: the work load added to manage the distributed objects should be minimised)A 50 422 :M (\245)S 58 422 :M .408(granularity)A f556 sf .17(\312)A f435 sf 1.393 .139(: the designers should be careful about the size of the objects they publish \(for )J 58 434 :M -.119(instance, it is not reasonable to create a shared object for a simple integer\))A 76 458 :M .808 .081(Various systems have been proposed to manage the communications between the objects, )J 40 470 :M .558 .056(sometimes with different objectives \(Jayson 1999\). CORBA, presented here, has the advantage of )J 40 482 :M -.064(being vendor-neutral.)A 40 521 :M f571 sf 14 u571 :p 316.495 :m 3.245 .324(The Common Object Request Broker \(CORBA\))J f511 sf 2.754 .275( \(Keahey 1999\))J 40 545 :M f435 sf 1.061 .106(CORBA specifies a system which provides interoperability between objects in a heterogeneous, )J 40 557 :M .584 .058(distributed environment and in a way transparent to the programmer. Its design is based on OMG )J 40 569 :M -.154(\(Object Management Group\) \(OMG 1999\) Object Model.)A 40 593 :M f586 sf 2.933 .293(The OMG Object Model)J 76 605 :M f435 sf -.143(The OMG Object Model defines common object semantics for specifying the externally visible )A 40 617 :M .49 .049(characteristics of objects in a standard and implementation-independent way. In this model clients )J 40 629 :M .624 .062(request services from objects \(which will also be called servers\) through a well-defined interface. )J 40 641 :M -.145(This interface is specified in OMG IDL \(Interface Definition Language\). A client accesses an object by )A 40 653 :M 1.267 .127(issuing a request to the object. The request is an event, and it carries information including an )J 40 665 :M .787 .079(operation, the object reference of the service provider, and actual parameters \(if any\). The object )J 40 677 :M -.139(reference is an object name that defines an object reliably.)A 40 701 :M f586 sf 2.932 .293(The Basic Mechanics of issuing a request)J 76 713 :M f435 sf 2.938 .294(The picture below shows the main components of the ORB architecture and their )J 40 725 :M -.154(interconnections)A f556 sf -.062(\312)A f435 sf (:)S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (38)S gR endp showpage %%Page: 39 39 %%BeginPageSetup initializepage (Damien ; page : 39 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC 74 86 413 294 rC 1 G 74 86 :M gsave newpath 0 setlinewidth 429 171 snapmoveto 429 223 snaplineto 284 223 snaplineto 284 234 snaplineto 486 234 snaplineto 486 171 snaplineto 429 171 snaplineto closepath eoclip 284 171 201 63 rF 74 86 :M grestore 0 G 74 86 :M gsave 2.0 setmiterlimit -19927 -19914 -1 1 -19925 -19914 1 -19927 -19915 @a -19927 -19915 :M newpath 429 171 snapmoveto 429 223 snaplineto 284 223 snaplineto 284 234 snaplineto 486 234 snaplineto 486 171 snaplineto 429 171 snaplineto closepath stroke -19927 -9915 -10000 10000 -9926 -19914 10000 -19927 -19915 @a 10000 lw -19927 -19915 :M grestore 1 G 74 86 244 117 0.5 @q 0 G 1 lw 74.5 86.5 243.5 116.5 14.5 @s 143 95 33 14 rC gR gS 138 59 43 50 rC 143 105 :M 1 G f466 sf 0 G .267(Client)A gR 1 G gS 74 86 413 294 rC 315 86 485 117 15.5 @q 0 G 315.5 86.5 484.5 116.5 14.5 @s 339 95 123 14 rC gR gS 334 59 133 50 rC 339 105 :M f466 sf 0 G .661 .066(Object Implementation)J gR gS 74 86 413 294 rC 74 171 57 60 rF 0 G 74.5 171.5 56 59 rS 76 188 53 25 rC gR gS 71 152 63 61 rC 84 197 :M 0 G f715 sf -.237(Dynamic )A 80 209 :M .467 G 0 G .048(Invocation)A gR .467 G gS 74 86 413 294 rC 74 171 57 14 rF 0 G 74.5 171.5 56 13 rS 1 G 145 171 45 60 rF 0 G 145.5 171.5 44 59 rS 147 188 39 25 rC gR gS 142 152 49 61 rC 159 197 :M 0 G f715 sf -.445(IDL )A 153 209 :M .267 G 0 G .358(Stubs)A gR .267 G gS 74 86 413 294 rC 145 171 45 14 rF 0 G 145.5 171.5 44 13 rS 1 G 205 171 59 60 rF 0 G 205.5 171.5 58 59 rS 207 188 53 24 rC gR gS 202 152 63 60 rC 223 197 :M 0 G f715 sf -.149(ORB )A 214 209 :M .467 G 0 G .013(Interface)A gR .467 G gS 74 86 413 294 rC 205 171 59 14 rF 0 G 205.5 171.5 58 13 rS 1 G 284 171 57 51 rF 0 G 284.5 171.5 56 50 rS 286 188 50 25 rC gR gS 281 152 60 61 rC 304 197 :M 0 G f715 sf -.445(IDL )A 291 209 :M .267 G 0 G .299(Skeleton)A gR .267 G gS 74 86 413 294 rC 284 171 57 14 rF 0 G 284.5 171.5 56 13 rS 1 G 355 171 54 51 rF 0 G 355.5 171.5 53 50 rS 357 188 50 25 rC gR gS 352 152 60 61 rC 363 197 :M 0 G f715 sf -.237(Dynamic )A 362 209 :M .467 G 0 G .299(Skeleton)A gR .467 G gS 74 86 413 294 rC 355 171 54 14 rF 0 G 355.5 171.5 53 13 rS 431 188 50 25 rC gR gS 426 152 60 61 rC 441 197 :M 0 G f715 sf .205 .02(Object )J 438 209 :M .165(Adapter)A gR 0 G gS 74 86 413 294 rC 429 171 56 14 rF 429.5 171.5 55 13 rS .867 G 284 214 57 8 rF 0 G 284.5 214.5 56 7 rS .867 G 355 214 54 8 rF 0 G 355.5 214.5 53 7 rS .867 G 74 231 411 14 rF 0 G 74.5 231.5 410 13 rS 1 G 74 245 411 25 rF 0 G 74.5 245.5 410 24 rS 251 251 55 14 rC gR gS 246 215 65 50 rC 251 261 :M f466 sf -.048(ORB Core)A gR gS 74 86 413 294 rC np 103 172 :M 99 161 :L 107 161 :L 103 172 :L eofill 53 103.5 117 @w np 168 172 :M 164 161 :L 172 161 :L 168 172 :L eofill 53 168.5 117 @w np 222 172 :M 218 161 :L 226 161 :L 222 172 :L eofill 53 222.5 117 @w np 247 172 :M 253 162 :L 258 170 :L 247 172 :L eofill -1 -1 249 171 1 1 326 117 @b np 353 117 :M 351 128 :L 343 123 :L 353 117 :L eofill -1 -1 313 172 1 1 351 118 @b np 448 172 :M 444 161 :L 452 161 :L 448 172 :L eofill 53 448.5 117 @w np 465 117 :M 469 128 :L 461 128 :L 465 117 :L eofill 53 465.5 119 @w .467 G 74 287 31 15 rF 0 G 74.5 287.5 30 14 rS 114 287 203 12 rC gR gS 109 251 213 48 rC 114 296 :M f715 sf -.044(interface identical for all ORB implementations)A gR gS 74 86 413 294 rC 74 313 31 14 rF 74.5 313.5 30 13 rS .267 G 74 338 31 15 rF 0 G 74.5 338.5 30 14 rS .867 G 74 364 31 14 rF 0 G 74.5 364.5 30 13 rS 114 313 166 12 rC gR gS 109 277 176 48 rC 114 322 :M f715 sf -.019(there may be multiple object adapters)A gR gS 114 338 180 12 rC gR gS 109 302 190 48 rC 114 347 :M f715 sf .162 .016(stubs and skeletons for each object type)J gR gS 114 364 115 12 rC gR gS 109 328 125 48 rC 114 373 :M f715 sf .52 .052(ORB dependant interface)J gR gS 4 26 553 709 rC 40 405 :M f435 sf .483 .048(The central component of CORBA is the Object Request Broker \(ORB\). It encompasses all of the )J 40 417 :M -.106(communication infrastructure necessary to identify and locate objects, handle connection management )A 40 429 :M -.07(and deliver data. In general, the ORB is not required to be a single component; it is simply defined by )A 40 441 :M .137 .014(its interfaces. The ORB Core is the most crucial part of the Object Request Broker; it is responsible )J 40 453 :M -.067(for communication of requests.)A 40 477 :M .891 .089(The basic functionality provided by the ORB consists of passing the requests from clients to the )J 40 489 :M 1.707 .171(object implementations on which they are invoked. In order to make a request the client can )J 40 501 :M -.016(communicate with the ORB Core through the IDL stub or through the Dynamic Invocation Interface )A 40 513 :M -.021(\(DII\). The stub represents the mapping between the language of implementation of the client and the )A 40 525 :M -.04(ORB core.)A 40 537 :M -.088(Thus the client can be written in any language as long as the implementation of the ORB supports this )A 40 549 :M .21 .021(mapping. The ORB Core then transfers the request to the object implementation which receives the )J 40 561 :M -.091(request as an up-call through either an IDL skeleton, or a dynamic skeleton.)A 40 600 :M f571 sf 14 u571 :p 439.001 :m 3.003 .3(The link between the object-oriented concept and data structuring)J 40 624 :M f435 sf .741 .074(The use of XML documents, composed of trees of XML data, in object-oriented programs, leads )J 40 636 :M -.051(naturally to the definition of associated trees of objects in memory. The DOM standard interface, and )A 40 648 :M -.051(the SAX API for parsing, both described in the XML chapter, can be used to do this.)A 76 672 :M .282 .028(In object-oriented programs, a class defines an interface and procedures for the objects, and )J 40 684 :M 1.235 .123(the instances of the class are the real objects, with their data, which can be manipulated in the )J 40 696 :M -.048(programs. Similarly, a DTD provides an interface for XML documents, and the XML documents can )A 40 708 :M -.099(be viewed as instances of the DTD.)A 76 732 :M .4 .04(The trees offer for data an improvement similar to the object-oriented programming for the )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (39)S gR endp showpage %%Page: 40 40 %%BeginPageSetup initializepage (Damien ; page : 40 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 71 :M f435 sf .4 .04(The trees offer for data an improvement similar to the object-oriented programming for the )J 40 83 :M .241 .024(software. Objects and trees also share some common characteristics)J 370 83 :M f556 sf (\312)S f435 sf .372 .037(: they provide encapsulation, a )J 40 95 :M .214 .021(fundamental property for any complex processing, and they both use a relation \322element of\323 to link )J 40 107 :M 1.421 .142(the different elements. Other relationships are found between objects and between XML trees, )J 40 119 :M -.052(showing that both are suited to represent networks.)A 76 143 :M .384 .038(These ideas lead naturally to a direct mapping between objects and XML trees. An API for )J 40 155 :M -.031(this, and the implementation, has been developed by JXML, Inc.. It is called \322Coins\323. Here are a few )A 40 167 :M -.045(extracts from the Coins web page \(JXML 1999\) \()A f640 sf 0 0 .867 :F -.053(http://www.jxml.com/coins/)A f435 sf 0 G <29>S f556 sf (\312)S f435 sf (:)S 76 191 :M .448 .045(\322Coins is an extensible system for processing XML documents, and provides a simple API )J 40 203 :M -.032(for processing XML documents as trees of object. Coins supports the use of pre-existing Java Beans, )A 40 215 :M .391 .039(providing several alternative approaches to connecting the data of an XML document with various )J 40 227 :M -.043(types of Java objects.\323)A 76 239 :M -.103(\322The tree of objects used by Coins to represent a document is defined by the Document Object )A 40 251 :M -.119(Model \(DOM\) Specification. The DOM provides an API for navigating the document's object tree.)A 40 263 :M .317 .032(Coins uses a SAX-conformant parser and the Docuverse DOM SDK to convert an XML document )J 40 275 :M -.117(into a tree of objects, each object corresponding to an element in the XML document.\323)A 76 299 :M .036 .004(Usually, the data structures were determined by the structure of objects or other structures in )J 40 311 :M .421 .042(memory. With databases, however, the data structures were defined before. With a direct mapping )J 40 323 :M -.019(between the objects in-memory and the XML documents, the structure can be defined for both at the )A 40 335 :M -.109(same time.)A 40 374 :M f571 sf 14 u571 :p 219.001 :m 4.798 .48(Artificial Intelligence Structures)J 40 398 :M f435 sf .009 .001(Some neural networks have a very special software structure, that could be qualified as \322fuzzy\323. For )J 40 410 :M -.062(example, multi-layered neural networks with a back-propagation learning method, have a given static )A 40 422 :M -.061(structure consisting of nodes and links between them, but the learning process changes the weights of )A 40 434 :M .983 .098(the links, so that a new structure, resulting in a different process taking place in the network, is )J 40 446 :M .243 .024(created automatically. The new structure resulting of the learning process, is usually unknown)J 498 446 :M f556 sf .077(\312)A f435 sf .371 .037(: the )J 40 458 :M -.004(neural network is seen as a \322black box\323. The reason why it can be called fuzzy is that there might be )A 40 470 :M .224 .022(illogical associations at the end, and unused or unnecessary links \(although the unused links can be )J 40 482 :M 1.441 .144(removed automatically because of the low value of their weight\). This structure is usually not )J 40 494 :M -.106(optimum for the problem, but it has the advantage of having been found automatically.)A 76 518 :M .588 .059(The structures found automatically are currently very simple, and are used to solve simple )J 40 530 :M .443 .044(tasks \(\322simple\323 in the sense that the task can be described with only a few words\) with only a few )J 40 542 :M -.04(inputs/outputs. In comparison, whole programs in high-level programming languages are much more )A 40 554 :M .921 .092(complex. This is because there is an extensive use of human symbolism in traditional programs, )J 40 566 :M .528 .053(which cannot \(at the time being\) be created automatically in neural networks. To solve a complex )J 40 578 :M .865 .086(problem with neural networks, many of them can be used to solve basic tasks, with a high-scale )J 40 590 :M -.088(structure using the traditional symbolism.)A 76 614 :M 2.604 .26(Expert systems, although using declarative programming, make an extensive use of )J 40 626 :M .115 .011(symbolism and thus can reach higher structure levels than neural networks. Systems use more often )J 40 638 :M 1.3 .13(neural networks to solve simple tasks, with the expert system processing on top of it, than the )J 40 650 :M -.073(opposite \(using a neural network to coordinate various small expert systems\).)A 76 674 :M -.009(An interesting development of neural network is based on the use of different network layers )A 40 686 :M .435 .043(working at different levels of abstraction, and linked together with interfaces . The usual weighted )J 40 698 :M 1.423 .142(links between the nodes of two layers can be seen as an \322interface\323, and compared to an API )J 40 710 :M .385 .039(\(Application Programming Interface\). With this point of view, the existence of interfaces in neural )J 40 722 :M .741 .074(networks is also an advantage because it allows the creation of complex structures, as it does for )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (40)S gR endp showpage %%Page: 41 41 %%BeginPageSetup initializepage (Damien ; page : 41 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.137(traditional applications.)A 76 95 :M .239 .024(Another interesting field of research is based on the use of small, specialised A.I. \(Artificial )J 40 107 :M .009 .001(Intelligence\) modules \(sometimes called \322agents\323\), communicating together to reach a higher global )J 40 119 :M .029 .003(organisation. This orientation of A.I. is often opposed to the building of a single big A.I. application )J 40 131 :M -.033(solving all the problems. These agents can also create a \322fuzzy\323 structure automatically, but it can be )A 40 143 :M 1.077 .108(wondered whether they can reach a level of abstraction as high as an application with 5 clearly )J 40 155 :M -.096(separated interfaces.)A 40 194 :M f571 sf 14 u571 :p 456.999 :m 3.752 .375(Interest for distributed frameworks, self-organisation and automatic)J 40 209 :M 87 :m .771(classification)A 40 233 :M f435 sf -.007(The success of distributed frameworks can be explained by two kinds of motivations)A 447 233 :M f556 sf (\312)S f435 sf -.059(: technical, and )A 40 245 :M -.151(political/organisational.)A 76 257 :M 2.403 .24(The technical reasons are caused by limitations of the network performance \(speed, )J 40 269 :M -.011(reliability\), and of the individual servers capacities for storage and processing. Distributing the work )A 40 281 :M 1.826 .183(load and the information storage among different servers allows the achievement of efficient )J 40 293 :M .226 .023(information delivery, fault-tolerance and security. With the clear interfaces between the modules, it )J 40 305 :M -.078(becomes also easier to add a new part to the whole network.)A 76 317 :M .628 .063(Distributed frameworks can also improve the organisation for a large project, especially if )J 40 329 :M .53 .053(there are many people working on it, for different tasks, with different data, at different locations. )J 40 341 :M 1.867 .187(Not all these characteristics are required for a given project, however, to make a distributed )J 40 353 :M .702 .07(framework useful. In fact, sometimes, the interest of having formal delimitations between groups )J 40 365 :M .178 .018(with distinct responsibilities is so high, that a reorganisation can be decided before a change from a )J 40 377 :M -.089(centralised framework to a distributed one. The goals for this reorganisation are an improved software )A 40 389 :M -.002(framework, but also an improved intern organisation. With the improved flexibility, later changes in )A 40 401 :M -.1(the organisation will be much easier.)A 76 413 :M .504 .05(Choosing a distributed network can be a political decision, motivated by a decentralisation )J 40 425 :M .369 .037(will. However, a distributed framework can very well be controlled by a single authority, in which )J 40 437 :M -.041(case it is technically distributed, but not \322open\323 in the sense that anybody could add something to the )A 40 449 :M -.019(existing network.)A 76 461 :M .03 .003(A distributed framework can also be used for mobile computing)J 385 461 :M f556 sf (\312)S f435 sf .16 .016(: each piece of software can )J 40 473 :M -.087(be located anywhere, and move independently from one another.)A 76 497 :M 2.211 .221(The drawback is an added complexity)J f556 sf .206(\312)A f435 sf 1.715 .172(: the network often needs to be managed, with )J 40 509 :M .13 .013(synchronisation between different operations. Its conception also requires the definition of common )J 40 521 :M -.109(protocols. Not all applications are efficiently distributable)A f556 sf (\312)S f435 sf -.126(: some problems cannot be decomposed into )A 40 533 :M -.11(parts that could be independent enough to improve the performance if they are distributed.)A 76 557 :M 1.793 .179(Some networks have the ability to auto-organise)J f556 sf .165(\312)A f435 sf 1.302 .13(: a new knowledge based on the links )J 40 569 :M .91 .091(between the network nodes can be created without a supervised processing. This is the case, for )J 40 581 :M -.057(instance, of neural networks)A f556 sf (\312)S f435 sf -.057(: even when the learning is supervised, the network is a \322black box\323, and )A 40 593 :M .314 .031(the connections between the neurons are not specified explicitly. But this is also true for a network )J 40 605 :M .083 .008(such as the web)J 117 605 :M f556 sf (\312)S f435 sf -.017(: the organisation is very loose, but the links created independently can create a new )A 40 617 :M -.104(knowledge automatically. More generally, any network can become a complex structure, even when it )A 40 629 :M .909 .091(has very simple bases. Because of its possibly complex structure, a network can represent many )J 40 641 :M -.011(things, and it is useful for unknown knowledge representation \(as with A.I.\).)A 76 653 :M .329 .033(When huge data volumes have to be classified, a human work is no longer possible, and an )J 40 665 :M -.056(automatic classification is needed. A network is a good way to classify data when the classification is )A 40 677 :M .704 .07(complex. Machines can already do nearly anything a human is capable of when they have all the )J 40 689 :M 1.465 .146(needed metadata to represent explicitly the \322background\323 usually reserved to human use. This )J 40 701 :M -.087(background information can include examples and rules, from which a network can be trained.)A 76 725 :M .935 .093(Processes can also be distributed, along with their associated data. An encapsulation of a )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (41)S gR endp showpage %%Page: 42 42 %%BeginPageSetup initializepage (Damien ; page : 42 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.03(small data set and associated procedures is usually called an \322object\323, or an \322agent\323, especially when )A 40 83 :M -.088(many objects or agents have the same interface. A whole network of agents can be created, to do even )A 40 95 :M .752 .075(more things. This is often used for simulation, or to represent a person on the internet, but is not )J 40 107 :M .768 .077(limited to these tasks. Agent systems are distributed by nature, and inherit of the advantages and )J 40 119 :M .41 .041(drawbacks of distributed systems. A network of small agents can be represented as a bigger agent, )J 40 131 :M -.041(for a higher level computing. Actually, the same concept is behind all these \322new\323 technologies)A f556 sf (\312)S f435 sf -.033(: it is )A 40 143 :M -.094(the not-so-new object-oriented concept.)A 76 167 :M .296 .03(Networks can be used for automatic classification, especially when the nodes of an existing )J 40 179 :M 1.752 .175(network are to be classified. In this case, a partitioning algorithm can be used efficiently, as )J 40 191 :M -.076(demonstrated here.)A 40 230 :M f571 sf 14 u571 :p 254.999 :m 2.962 .296(Software and data structures proposed)J 40 254 :M f435 sf .01 .001(Today\325s information retrieval on the web is \322document-oriented\323)J 354 254 :M f556 sf .061(\312)A f435 sf .48 .048(: most of the time, search engines )J 40 266 :M 1.883 .188(and directories are used to find HTML documents. However, documents can contain several )J 40 278 :M 1.267 .127(\322objects\323 with different meanings, which could be searched individually. Also, a single object, )J 40 290 :M .218 .022(identifiable by a given semantic, can be represented by several documents with different interfaces. )J 40 302 :M -.1(For example, a report can be available in different text formats, and a single chapter could be searched )A 40 314 :M .348 .035(for individually even if it is written in a part of an HTML document or if it is contained by several )J 40 326 :M -.07(HTML documents.)A 76 338 :M .836 .084(Humans are inclined to search for objects with a semantic instead of documents. It is not )J 40 350 :M .975 .098(satisfying, for instance, to get 3 times the same document, from different locations or written in )J 40 362 :M .204 .02(different formats, in a list of 10 documents retrieved. It would be better to get just one entry for the )J 40 374 :M -.074(object, and to get the different documents \(in various formats and locations\) after a click on it. Also, a )A 40 386 :M -.101(relevant object can be missed because it was spread on several documents \(no single document had all )A 40 398 :M -.058(the search keywords\), or because it was only a part of a document \(and the object keywords were lost )A 40 410 :M -.038(in the document keywords\).)A 76 434 :M -.03(The object-oriented concept was successfully applied to databases, where the search is a very )A 40 446 :M .275 .027(important part, and it could also be profitably applied to semi-structured data publishing. XML is a )J 40 458 :M .033 .003(good way to store semi-structured data in this regard)J 294 458 :M f556 sf (\312)S f435 sf -.012(: it allows the representation of objects without )A 40 470 :M .819 .082(any interface specification, and XML documents can be broken down into sub-entities. The sub-)J 40 482 :M -.103(entities can be accessed directly with the XPointer standard.)A 76 506 :M -.02(There is no standard information retrieval protocol for XML yet, but the W3C was submitted )A 40 518 :M 0 0 .867 :F 0 G .222 .022(a note for an XML query language, XML-QL \(W3C 1999g\) \()J f640 sf 0 0 .867 :F .072(http://www.w3.org/TR/NOTE-xml-)A 40 530 :M 0 G 0 0 .867 :F .031(ql/)A f435 sf 0 G .09 .009(\). This would allow complex searches in XML repositories, but is not suitable for other kinds of )J 40 542 :M -.113(data. In fact, there is a lack of a general mechanism for object-oriented information retrieval.)A 76 554 :M .498 .05(A good protocol for information retrieval today is Z39.50)J f556 sf (\312)S f435 sf .411 .041(: this client/server protocol lets a )J 40 566 :M -.049(client do an attribute-based search in a collection of records. A transformation into an object-oriented )A 40 578 :M -.044(protocol is thinkable, for instance by having methods in some attributes, but this system would suffer )A 40 590 :M .752 .075(from the same shortcomings as ORDBMS. Because Z39.50 was conceived to handle only record )J 40 602 :M .291 .029(searches, its core cannot handle an image-based search \(for instance requiring real-time zooms in a )J 40 614 :M -.078(vectorial graphic\), or a hierarchical data \(like XML\) search. In practice, because it is not using HTTP, )A 40 627 :M -.061(Z39.50 is difficult to integrate on the web. \(more information on Z39.50 in the )A f347 sf -.079(Emerge)A f435 sf -.065( section\))A 76 639 :M -.05(An API for object-oriented information retrieval, letting each object class define a method for )A 40 651 :M 2.337 .234(information retrieval, with a common interface, would provide a more general solution for )J 40 663 :M .571 .057(information retrieval. This could be implemented with any object-oriented language, and CORBA )J 40 675 :M -.085(could be used for the information exchange.)A 76 699 :M .175 .018(Data browsing is also improved with object-oriented APIs)J f556 sf (\312)S f435 sf .138 .014(: each object-oriented data can be )J 40 711 :M .659 .066(assigned a method for the user interface. This is not often used on the internet because of HTML )J 40 723 :M -.079(limitations, but the situation should be reversed with XML.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (42)S gR endp showpage %%Page: 43 43 %%BeginPageSetup initializepage (Damien ; page : 43 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 83 :M f435 sf 1.044 .104(Knowledge discovery also gains by using the object-oriented concept)J f556 sf .092(\312)A f435 sf .616 .062(: a definition of the )J 40 95 :M .948 .095(objects, with their semantics, prior to any knowledge discovery, is better than a purely syntactic )J 40 107 :M .641 .064(study. Semantic links between the objects are also an advantage for the object-oriented approach. )J 40 119 :M .971 .097(\322Object-oriented knowledge discovery\323 does not necessarily mean \322distributed\323)J 440 119 :M f556 sf .451(\312)A f435 sf 2.394 .239(: this is a new )J 40 132 :M 1.73 .173(possibility, and the rapid growth of the )J f347 sf .53(agents)A f435 sf 1.523 .152( on the internet is a good demonstration of its )J 40 144 :M .25 .025(importance, but a centralised approach is still possible with a collection of objects, and it is already )J 40 156 :M -.09(better than using a collection of documents with no clear semantic or mixed semantics. The agents are )A 40 168 :M .719 .072(usually focused on a task, and do not always use object-oriented data)J 385 168 :M f556 sf .126(\312)A f435 sf .956 .096(: they would gain by using )J 40 180 :M -.119(object-oriented data together with their object-oriented processes.)A 76 204 :M .006 .001(The object-oriented concept is not new, but has not been applied to all the fields in computer )J 40 216 :M -.046(science yet. However, there is no reason to stop this evolution now. It is already applied a lot for data )A 40 228 :M .055 .006(archival and browsing \(although not on the web\), but is not often used for knowledge discovery and )J 40 240 :M -.047(information retrieval. A proposal of the thesis is simply to apply this concept more, and especially on )A 40 252 :M .784 .078(the web. Using it at all the information processing stages)J f556 sf .085(\312)A f435 sf .751 .075(: archival, browsing, IR and KDD, will )J 40 264 :M -.062(greatly simplify all the tasks, thus allowing more complex processing. In practice, it is not required to )A 40 276 :M -.03(use the same object class for all the tasks, but using the same semantic for a given object at all stages )A 40 288 :M -.067(should be very useful, for a system conception and its implementation. Inheritance can also be useful, )A 40 300 :M .512 .051(especially because object classes are often exchanged freely on the internet and form the basis for )J 40 312 :M -.123(more complex development.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (43)S gR endp showpage %%Page: 44 44 %%BeginPageSetup initializepage (Damien ; page : 44 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .114 .011(V. )J f481 sf 18 u481 :p 372.228 :m .626 .063(THE ASTRONOMICAL MARKUP LANGUAGE)J 76 102 :M f435 sf -.025(Built on top of XML, AML is a language unifying different kinds of data in astronomy. Such )A 40 114 :M .021 .002(a unification provides a strong basis for knowledge discovery over distributed sources. It transforms )J 40 126 :M .034 .003(a nightmare \(using different file formats with different semantics and try to use links between them\) )J 40 138 :M .093 .009(into a dream \(the end of the Tower of Babel\). It can also be used to create new user interfaces using )J 40 150 :M -.058(information that was usually displayed separately, useful for cross-discipline work.)A 40 177 :M f571 sf 14 u571 :p 253 :m 3.327 .333(AML, a scientific application of XML)J 40 201 :M f586 sf 3.382 .338(Science requirements for data formats)J 40 225 :M f435 sf 1.103 .11(Scientific data is sometimes similar to data used in the industry, but has also some specificities )J 40 237 :M .488 .049(happening more often with scientific data than with other data. These data specificities, leading to )J 40 249 :M -.095(specific requirements for the data formats and the software, can be summarised as the following)A f556 sf (\312)S f435 sf (:)S 50 273 :M (\245)S 58 273 :M -.061(huge data volumes)A 148 273 :M f556 sf (\312)S f435 sf .112 .011(: often, databases are close to the technical limits, and an improvement in the )J 58 285 :M -.104(maximum storage capacities is always followed by new surveys using all the new capacities)A 50 309 :M (\245)S 58 309 :M .197 .02(separate management of quantifying and qualifying data \(Rafanelli & Shoshani, 1990, Teschke, )J 58 321 :M .554 .055(Ruf & Lehner, 1995\). Quantifying data describes the measured data, while qualifying data are )J 58 333 :M -.043(used to address quantifying, for instance by date or number.)A 50 357 :M (\245)S 58 357 :M .141 .014(aggregate-based and read-only data access)J 264 357 :M f556 sf .078(\312)A f435 sf .633 .063(: data analysis is often conducted by the creation of )J 58 369 :M -.088(new data sets created with the initial ones, and data processing on these data.)A 50 393 :M (\245)S 58 393 :M .589 .059(multidimensional data \(this has led to the creation of new database systems, multidimensional )J 58 405 :M -.016(database systems\), or tables \(like astronomical catalogues; the RDBMS are more suited for these )A 58 417 :M .086 .009(data\). Other data, well represented by objects/attributes/methods, are better stored in OODBMS. )J 58 429 :M -.098(In all cases, the data are mostly numerical.)A 50 453 :M (\245)S 58 453 :M 1.962 .196(for physical observations, the data are time-stamped)J 331 453 :M f556 sf .408(\312)A f435 sf 2.867 .287(: as the world is changing, all the )J 58 465 :M -.044(observations are unique and should often be preserved. \(King 1998\))A 50 489 :M (\245)S 58 489 :M -.094(more and more multimedia data becomes associated with the traditional data)A 420 489 :M f556 sf (\312)S f435 sf -.043(: they are usually the )A 58 501 :M .032 .003(result of a work on the initial data, and add for instance thumbnail images or other visualisation-)J 58 513 :M -.013(related data, graphs, hyperlinks, or comments.)A 40 549 :M f586 sf 2.85 .285(Is XML suitable for scientific data ?)J 40 573 :M f435 sf -.012(The XML standard has not been designed to handle big datasets. XML documents are text-only, and )A 40 585 :M -.009(contiguous)A f556 sf (\312)S f435 sf -.009(: the whole document has to be written again for a modification. The standard solution to )A 40 597 :M .953 .095(use binary data in XML is to use links, within an XML document, to external binary files. This )J 40 609 :M -.008(situation, however, does not please many scientists, who want to have a single file containing binary )A 40 621 :M 1.08 .108(data with the associated metadata described in XML. Jonathan Borden reports in the XML.com )J 40 633 :M -.098(journal \(Rein 1998\))A f556 sf (\312)S f435 sf (:)S 40 645 :M .517 .052(\322In the medical world information takes many shapes. Text-based information including histories, )J 40 657 :M .289 .029(descriptions, laboratory data and opinions are naturally represented in XML\323 \322The only problem is )J 40 669 :M .087 .009(that not all things can be expressed in a vector format. In most cases, medical images have a natural )J 40 681 :M 1.156 .116(raster/bitmap format and so there is a real need to deal with the bitmap data type in XML. For )J 40 693 :M .061 .006(interchange, we need a precise graphic but we also want to include additional structural information )J 40 705 :M -.06(for use by other applications such as databases.\323)A 40 717 :M -.097(There are a number of solutions to solve this problem)A f556 sf (\312)S f435 sf (:)S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (44)S gR endp showpage %%Page: 45 45 %%BeginPageSetup initializepage (Damien ; page : 45 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 50 71 :M f435 sf (\245)S 58 71 :M .347 .035(use another format to add metadata in binary files, and also describe the metadata separately in )J 58 83 :M -.108(XML documents. The idea of separating the metadata from the data for large data files has already )A 58 95 :M 2.745 .275(been successfully tested with HTML. With this solution, attention will be paid to the )J 58 107 :M -.113(synchronisation between the metadata in the binary files and in the XML documents.)A 50 131 :M (\245)S 58 131 :M .11 .011(encode the binary data with the Base64 encoding, in the XML documents. This is good solution )J 58 143 :M .172 .017(only if the binary data is not too large, otherwise the files will be wasting space and it will slow )J 58 155 :M -.055(down the reading and writing of documents.)A 50 179 :M (\245)S 58 179 :M 1.296 .13(compact the XML document and the associated binary files with the raw data together, for )J 58 191 :M .353 .035(instance in a zip file, and use software able to use the compacted files directly. This is possible )J 58 203 :M -.053(only if the data can be broken down into a header file \(which will be written in XML\), and one or )A 58 215 :M .488 .049(more raw data files \(which will become the binary data files, possibly large\). Scientific data is )J 58 227 :M .936 .094(often separated into a header and the raw data, so this would work in most cases. The XML )J 58 239 :M -.092(documents can be indexed to allow quick searching through the repository, on the metadata.)A 50 263 :M (\245)S 58 263 :M .212 .021(use the multipart/related MIME type to join an XML document with the associated binary files. )J 58 275 :M .168 .017(This solution, similar to the previous one, was chosen by J. Borden. The MIME type solution is )J 58 287 :M 1.019 .102(however not standard for XML documents, and another syntax will probably be chosen as a )J 58 299 :M -.074(standard in the future, to join XML documents and binary files.)A 50 323 :M (\245)S 58 323 :M -.005(use a database to store all the data, design it to be able to export XML documents easily, and use )A 58 335 :M .714 .071(XML documents with their associated binary files as an external view for the database. More )J 58 347 :M .814 .081(efforts are required for the conversions, but this would allow database operations on the data )J 58 359 :M -.095(while still providing a XML view directly usable on the web.)A 40 383 :M .476 .048(As a conclusion, XML can be successfully used for scientific data in most cases, but care must be )J 40 395 :M -.059(taken as to the solution chosen to solve the problem with binary data. In some cases, it is better to use )A 40 407 :M .162 .016(a database instead of a repository of XML documents to store the data, for instance when the initial )J 40 419 :M -.075(data is described as a set of tables, or when a search must be conducted on the binary data.)A 40 455 :M f586 sf .891(AML)A f730 sf .206(\312)A f586 sf 2.958 .296(: Astronomical Markup Language)J 40 479 :M f435 sf .444 .044(AML is an XML language describing various kinds of object-oriented data and metadata useful in )J 40 491 :M -.104(astronomy, and is aimed at being an exchange format for astronomical data over the Internet.)A 76 515 :M .447 .045(The AML language is organised as a metadata section \(about the AML document\), and six )J 40 527 :M .325 .033(types of \322AML objects\323. An AML document is composed of a metadata header and a collection of )J 40 539 :M .021 .002(AML objects, describing different types of information. The metadata header is mostly based on the )J 40 551 :M .744 .074(Dublin Core metadata set. AML objects may contain links to other AML objects, and to external )J 40 563 :M -.012(objects such as data, images, or documents. These links are written in the XLink standard, providing )A 40 575 :M -.107(a uniform linking system. The AML language can be easily extended, for example by adding a \322Set of )A 40 587 :M -.013(images\323 object. The whole AML DTD is included in Appendix 3, and the AML web site gives more )A 40 599 :M -.033(information and examples)A f556 sf (\312)S f435 sf (: )S f640 sf 0 0 .867 :F -.038(http://monet.astro.uiuc.edu/~dguillau/these/)A f435 sf 0 G (.)S 40 623 :M -.147(The objects defined by the Astronomical Markup Language)A f556 sf -.056(\312)A f435 sf (:)S 40 647 :M -.191(Astronomical object )A 40 659 :M .482 .048( This describes information about an astronomical object, with the identifiers \(the names\), the )J 40 671 :M .447 .045(coordinates, the object type, other information, a list of measurements, and 2 lists of links to other )J 40 683 :M -.044(AML objects. The first list of links is using an identifier to specify an AML object, which can lead to )A 40 695 :M -.077(different AML documents depending on the server used to get the information about the AML object. )A 40 707 :M -.107(The second list is using URLs to specify AML documents directly)A f556 sf (\312)S f435 sf -.097(: this can be useful in the case of an )A 40 719 :M .434 .043(AML repository, with many files existing on a given server. Examples of links are a bibliographic )J 40 731 :M .186 .019(reference, or a link to an image of the object. These lists of links are also included into all the other )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (45)S gR endp showpage %%Page: 46 46 %%BeginPageSetup initializepage (Damien ; page : 46 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.15(AML objects.)A 40 95 :M -.33(Article )A 76 107 :M .15 .015(This part describes information about an article. A unique identifier is used for astronomical )J 40 119 :M -.104(articles, and this specificity of the astronomy field is very useful to link the AML objects.)A 40 143 :M -.263(Table )A 76 155 :M -.12(This includes metadata for a table, and a link to the content of the table.)A 40 179 :M -.136(Set of tables \(catalogue\))A 76 191 :M -.095(A set of tables is a list of tables linked together, with information about the set.)A 40 215 :M -.196(Image )A 76 227 :M -.051(Again, only the metadata is included in this part, with all the information about the image and )A 40 239 :M -.021(the way it is stored, and there is a link to the raw data of the image. The link can also point to a FITS )A 40 251 :M -.08(file \(an old standard format for images in astronomy\).)A 40 275 :M 1.851 .185(Person )J 0 12 rm 1.765 .176(This describes information about a person, usually an author of astronomical articles. )J 0 -12 rm 40 299 :M .121 .012(Attention has been given to the way the name of the person is stored, with a clear tagged separation )J 40 311 :M -.109(between the lastname and the firstnames.)A 40 335 :M -.164(Project)A 76 347 :M -.131(This AML object describes a project, and is usually linked to many other AML objects)A 76 371 :M -.086(It is tempting to describe AML as a \322metadata standard\323, but this leads to the question of what )A 40 383 :M 1.29 .129(is metadata compared to data, and the answer is not clear and absolute. Usually, data is called )J 40 395 :M .045 .004(\322metadata\323 when it is giving information on other data; with this definition, a \322Person\323 AML object )J 40 407 :M -.087(would be called data \(because the object it is referring to is not a data file\), and a \322Table\323 AML object )A 40 419 :M -.058(could be called metadata \(because it is giving information on the binary file with the table content\). It )A 40 431 :M .019 .002(is not always easy to choose, though. For instance, an \322Image\323 AML object can be seen as metadata )J 40 443 :M .183 .018(for the binary image file, but it can also be seen as observational data, the image binary file being a )J 40 455 :M 1.848 .185(part of the whole observational information. So, the meaning for \322metadata\323 depends on the )J 40 467 :M -.001(semantics, which can lead to confusion. The point of view for AML is to describe data on \322objects\323, )A 40 479 :M -.09(sometimes with links to binary files or other objects, regardless of the \322meta\323 level. As most scientific )A 40 491 :M -.049(data use different levels of metadata, it is important to use a format handling data and metadata in the )A 40 503 :M -.135(same way)A f556 sf (\312)S f435 sf -.113(: some \322data\323 can become \322metadata\323 when some data is added to a file, and conversely.)A 40 539 :M -.141(The following features are specific and important for AML)A f556 sf -.057(\312)A f435 sf (:)S 49 564 :M f347 sf (\245)S 58 564 :M 1.144 .114(Integration of objects)J 76 576 :M f435 sf -.132(AML combines information about several distinct objects in the same format. The objects have )A 40 588 :M -.065(common elements, described in a consistent way \(this \322common\323 part is explicitly separated from the )A 40 600 :M 2.06 .206(other elements in a new AML DTD\). Combining the different objects is very important for )J 40 612 :M .331 .033(applications using more than one)J f556 sf (\312)S f435 sf .231 .023(: if there was a DTD for each object, the definitions would not be )J 40 624 :M 1.759 .176(very consistent, and an application would have to mix file formats transformations with data )J 40 636 :M 1.315 .132(processing instructions. Another option, with independently defined objects, would be to use a )J 40 648 :M .772 .077(common internal structure in a program or an intermediate file format, but this implies doing the )J 40 660 :M .114 .011(transformations at the end of the chain between the source of the data and the application. Since the )J 40 672 :M .236 .024(transformations can be difficult or impossible because of differences in the semantics, it is better to )J 40 684 :M -.065(unify the data as early as possible.)A 49 709 :M f347 sf (\245)S 58 709 :M 2.232 .223(IR/KDD features)J 76 721 :M f435 sf .5 .05(The links between the AML objects are important for information retrieval and knowledge )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (46)S gR endp showpage %%Page: 47 47 %%BeginPageSetup initializepage (Damien ; page : 47 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .111 .011(discovery. These links have a role \(an explicit meaning\) and a title. They can be defined by URL or )J 40 83 :M .925 .093(URN, and they can be links to virtual objects, only created on-the-fly when needed. They allow )J 40 95 :M .595 .06(meaningful browsing of the files, as well as more elaborated data processing like the AML maps, )J 40 107 :M -.087(described later in this report.)A 49 132 :M f347 sf (\245)S 58 132 :M 2.154 .215(scientific features)J 76 144 :M f435 sf -.051(AML is representing astronomical data, and is using science-specific features with this aim in )A 40 156 :M -.001(view. For instance, in the \322Astronomical Object\323 AML object, the measurements can be written in a )A 40 168 :M .738 .074(uniform way)J f556 sf .05(\312)A f435 sf .404 .04(: the DTD defines an element for a list of measurements for a given property, and an )J 40 180 :M -.106(element for a measurement, with the attributes unit, uncertainty and bibliographic reference. The same )A 40 192 :M -.038(attribute names are used throughout the DTD for the same purposes, for instance the unit will always )A 40 204 :M -.123(be defined by a \322unit\323 attribute.)A 49 229 :M f347 sf (\245)S 58 229 :M 2.225 .223(customisation possibilities)J 76 241 :M f435 sf .165 .016(Institutes may want to carry their own data in AML files, even if they don\325t have an interest )J 40 253 :M -.063(for most people outside. An element \322SPECIFIC\323 can be used in this regard, which is to be used with )A 40 265 :M -.108(the namespaces standard for XML)A 203 265 :M f556 sf (\312)S f435 sf -.091(: another XML DTD can be used inside the \322SPECIFIC\323 elements, )A 40 277 :M -.122(with elements not defined in the AML DTD, without risking to loose the documents interoperability.)A 40 316 :M f571 sf 14 u571 :p 122.999 :m 3.244 .324(The AML browser)J 40 340 :M f435 sf .572 .057(The AML browser is a Java applet to visualise and use AML documents, based on the JDK \(Java )J 40 352 :M -.082(Development Toolkit\) 1.1.)A 40 376 :M f586 sf 4.072 .407(User Interface)J 40 400 :M f435 sf -.037(The user interface is similar to a web browser interface)A f556 sf (\312)S f435 sf -.041(: the URL of the AML document is displayed )A 40 412 :M -.009(on the top, with buttons to go back to the last document or move forward in the history, and a button )A 40 424 :M .371 .037(to start a search. There is one more button, one to display the document metadata. Because HTML )J 40 436 :M .242 .024(documents describe an interface while AML documents describe the data in itself, there can be any )J 40 448 :M .021 .002(user interface resulting from an HTML document, but only a limited number of user interfaces from )J 40 460 :M -.117(an AML document, corresponding to the different AML objects.)A 40 472 :M -.096(Currently, there are 6 different AML objects, with a different interface for each of them)A 453 472 :M f556 sf -.063(\312)A f435 sf -.16(: astronomical )A 40 484 :M .198 .02(object, article, person, table, set of tables, and image. With an additional interface for the metadata, )J 40 496 :M -.085(and another one for the search, there is a total of 8 different pages handled by the AML browser.)A 40 520 :M -.088(The interface is self-explanatory enough to show here the screenshots without further detail.)A 40 535 482 130 rC 40 535 481 128 rC :imsv 704 188 8 704 [481 0 0 128 40 535] F T 3 F :f 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!<<-!"8Vuu!sAN&$3L8.!s8N'!s8N'rW<0$!<**"!!36&!GJfTLbJfTLb]c@(QmiC(;Jhr'9Jhr'9K/80!AlY31BB?jY;:hfJhr'9Jhsej!AlY31BB?jfJA1:Jhr'9JhrKE rA+I22#T322)Y@h!!)sR!!)RG!!).;!!)aL!!)%8!!)FC!!)dM!!)mP!!*!S!!*!S!rt,5!;&&I!3S,31P7K;1XRuZ1c5.e!Aub61B7FR1B7F+1B7FL1B7FP1[6at!&FWD1B7FM1B7FP1B7FS1B7FS1B7FF1B7F/1P7K;1P7K]1BBO!&FWR1BRV5!!*!S!rt+W!<+bS!<+eR!!+l3rW)jP!!*!S!!*!S#llb;!&HD21B7FS1B]K6!&FWS1]@@U1G]%11B7FS1B7EC1P7K;1P7LZ1BB1P7K;1P7K]1BBo?0!<+bS!<+bS!<+bT!!*!S!<=n]1G]"21B93e!<+bS!<+eR!<"\U!!"eTqD8*NrA4EQ!Aa`T1B7FQ1]@@T1B@>/!!)pQ"opG8!&FTTr\FWV1B7FS1B7FS1]@CR1B@IUqD/*Or\FNSrA+NU1G]%11B7FS1BRUW1B@D1rW)mQ!!*!S!!&KEJhr'9Ji!0X!AlY31BB?ji\LQ7]e]Wgq_J3PJhr'9Jhr'9cSGSY2#T322)XMP!!*!S!!(e1i\LQ7q_J3PWAB2`Jhr'9W&"H22#B/l1B@IU!!'Yf!!)mP!!(A%Jhr'9Jhr0< rA+F1qDF9hJhr'9Jhr'9g,"6~> %ADOeod :j gR gS 4 26 553 709 rC 40 642 :M f586 sf .641(Implementation)A 40 666 :M f435 sf -.096(The AML browser is composed of the following Java objects)A f556 sf (\312)S f435 sf (:)S 76 678 :M -.083(\245 1 for the XML parser, from which a AML parser is derived)A 76 690 :M -.128(\245 1 representing an XML tree)A 76 702 :M -.083(\245 1 representing the browser frame, derived from the Frame class. It also contains the interface )A 40 714 :M -.122(for a search and for displaying the metadata)A 76 726 :M -.076(\245 1 derived from the Applet class, which can also be used as an application, and is used only )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (52)S gR endp showpage %%Page: 53 53 %%BeginPageSetup initializepage (Damien ; page : 53 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.143(to open the frame)A 76 83 :M .419 .042(\245 1 for each of the AML objects \(using a common class interface\). This is where the object )J 40 95 :M -.101(terminology takes its sense)A 168 95 :M f556 sf (\312)S f435 sf -.113(: the whole object\325s data is described in the AML file, available as a tree in )A 40 107 :M .316 .032(the Java object, and the interface is described as methods of the same Java object. This is why it is )J 40 119 :M -.121(easy to create a new AML/Java object)A 220 119 :M f556 sf (\312)S f435 sf -.047(: the same interface is used for all the objects \(both for the data )A 40 131 :M .832 .083(with AML and with the programming interface with a Java interface\), but the objects are clearly )J 40 143 :M -.091(separated and independent.)A 40 167 :M -.104(The Java objects corresponding to the AML objects use some common elements \(apart from the XML )A 40 179 :M -.13(parser and the XML tree\))A f556 sf -.051(\312)A f435 sf (:)S 76 191 :M -.086(\245 the top part of the browser, displayed by a procedure in the Frame object)A 76 203 :M (\245 the fields of various sizes, and the lists of fields)S f556 sf (\312)S f435 sf (: a normal field is supposed to contain text, )S 40 215 :M .167 .017(and a textbox with suitable dimensions is created in the interface. If an XML tag end with the letter )J 40 227 :M .248 .025(\324S\325 and contains other tags with the same name without the \324S\325, it is considered as a list by default, )J 40 239 :M -.014(and displayed as such.)A 76 251 :M .92 .092(\245 the AML links are also common for all the AML objects. They can be either URLs, or )J 40 263 :M .039 .004(identified by the AML object type and the identifier \(with the meaning of the link and a title\). In the )J 40 275 :M -.085(latest case a list of servers able to give the result for the given AML object is displayed as a choice for )A 40 287 :M .566 .057(the user. A simple URN system has been created for this)J f556 sf .065(\312)A f435 sf .477 .048(: given a list of servers in a configurable )J 40 299 :M .063 .006(XML file, it can transform a URN into a URL. The URN can be composed of the AML object type, )J 40 311 :M .519 .052(the object identifier, the output format \(AML or HTML\), the server name, the location \(to use the )J 40 323 :M -.051(closest mirror\), and other parameters.)A 40 347 :M -.001(Some functions are specific to certain AML objects \(and are implemented in the corresponding Java )A 40 359 :M -.07(objects\), for instance)A f556 sf (\312)S f435 sf (:)S 76 383 :M -.123(\245 for an astronomical object)A f556 sf -.052(\312)A f435 sf -.127(: display of astronomical coordinates)A 76 395 :M -.119(\245 for an image)A f556 sf (\312)S f435 sf -.118(: image display and image processing \(currently, only the ability to change the )A 40 407 :M -.105(image thresholds; more image processing is planned\))A 76 419 :M -.105(\245 for a list of tables)A f556 sf -.051(\312)A f435 sf -.119(: a description of each table, and a link to each of them)A 76 431 :M -.096(\245 for a table)A f556 sf (\312)S f435 sf -.102(: the table display \(this calls a cgi program to read the rows as the user scrolls )A 40 443 :M -.058(down the table\). Some search functions are planned.)A 40 479 :M f586 sf 3.777 .378(Integration with other software)J 40 503 :M f435 sf .147 .015(Although this has not been done yet, a module of the AML browser could make use of CORBA for )J 40 515 :M 1.166 .117(some specific tasks executed on different servers. This could be especially useful for resource-)J 40 527 :M .483 .048(intensive processing, such as complex image processing. This system could become widespread if )J 40 539 :M -.092(the software industry becomes a service-oriented system on the internet.)A 76 563 :M .457 .046(The AML browser is composed of different modules, easy to modify separately. But it can )J 40 575 :M .685 .069(also be used as a single module in a bigger software. This is what has been done with the NCSA )J 40 587 :M -.108(EMERGE architecture)A 148 587 :M f556 sf .11(\312)A f435 sf 1.061 .106(: this architecture provides a search, retrieval and display environment for )J 40 599 :M -.111(scientific data. The advantages of AML for information search and retrieval are a good reason to use it )A 40 611 :M -.097(within EMERGE, and the browser is called to display any AML data. This is done simply by calling a )A 40 623 :M -.091(method in the browser frame class to initialise it, and a method to open a URL or a Stream.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (53)S gR endp showpage %%Page: 54 54 %%BeginPageSetup initializepage (Damien ; page : 54 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .377 .038(VI. )J f481 sf 18 u481 :p 135.489 :m .808 .081(THE AML MAPS)J 76 102 :M f435 sf -.063(Having finally reached the point where knowledge discovery was getting easy, it was time for )A 40 114 :M .337 .034(an application. The AML maps gather AML documents, cluster them and display them with a nice )J 40 126 :M 1.301 .13(user interface. Things that were thought impossible before, like clustering articles, authors and )J 40 138 :M -.098(astronomical objects together, become quite natural from the end user point of view.)A 40 165 :M f571 sf 14 u571 :p 200.999 :m 3.332 .333(Clustering of AML documents)J 40 189 :M f586 sf 3.765 .377(Discovering Knowledge by Using the Links)J f730 sf .318(\312)A f586 sf 3.356 .336(: A Problem of Visualisation)J 40 213 :M f435 sf -.034(Different existing astronomical information servers make documents available for internet users, e.g. )A 40 225 :M -.032(ADS, NED or Simbad, and one can use the links between the astronomical objects and the articles to )A 40 237 :M .733 .073(surf from one server to another. However, the documents have more and more links, and when a )J 40 249 :M .327 .033(document has hundreds of links, it becomes impossible for the user, unless \(s\)he is very patient, to )J 40 261 :M -.11(look at all the links and to summarise the information.)A 76 285 :M 1.174 .117(It would be possible, from one document, to retrieve all the documents linked to it, and )J 40 297 :M .06 .006(present a large rooted tree to the user. However the tree would be so big that, even if the problem of )J 40 309 :M .252 .025(displaying it is solved, the user would become quickly lost. Also, there would be links between the )J 40 321 :M .081 .008(retrieved documents which would be difficult to show on a tree. Some proposals have been made to )J 40 333 :M .12 .012(display non-nested clusters, like the extended tree \(EXTREE\) \(Corter & Tversky, 1986\) or multiple )J 40 345 :M -.002(trees \(Carroll & Pruzansky, 1975, Carroll & Pruzansky, 1980\), but they still use trees for the display )A 40 357 :M -.084(and therefore are not an ideal solution for sets of many documents.)A 76 381 :M .403 .04(A Java applet for representing the links of HTML documents and clustering the documents )J 40 393 :M .542 .054(was implemented in 1996 by Greg Linden, and is called Web View. This applet works well when )J 40 405 :M .77 .077(exploring the close neighbourhood of an HTML document, but the graph is really displayed as a )J 40 417 :M 1.147 .115(graph, with circles for the nodes and lines for the edges, and it is difficult to use more than 30 )J 40 429 :M -.068(documents simultaneously.)A 76 453 :M 1.834 .183(Kohonen's Self-Organising Feature Maps \(SOM\) \(Kaski, Honkela, Lagus & Kohonen, )J 40 465 :M 2.238 .224(1998\) displayed as density maps are increasingly used as a convenient display solution for )J 40 477 :M -.022(information retrieval. In the astronomy field in particular, Kohonen SOMs have been used to display )A 40 489 :M -.045(summarised information on the content of astronomical bibliographic databases and allow the user to )A 40 501 :M .451 .045(search for documents by subject and get similar documents at the same time \(Poin\215ot, Lesteven & )J 40 513 :M .005 .001(Murtagh, 1998, Poin\215ot, Lesteven & Murtagh, 1999\).)J 76 537 :M -.071(The next density map shows clusters of similar documents, with a colour corresponding to the )A 40 549 :M .007 .001(density of documents in each square \(pixel\) of the map. 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%ADOeod :j gR gS 4 26 553 709 rC 44 398 :M f435 sf -.074(CDS Kohonen map for the Astrophysical Journal, based on approximately 12000 documents for the )A 76 410 :M -.081(years 1994-1999 \(this map\325s opposite borders are linked)A f556 sf (\312)S f435 sf -.085(: \322Comets\323 is close to \322ISM\323\))A 76 458 :M -.005(In this particular case, the clustering is based on the keywords associated with the articles. In )A 40 470 :M .686 .069(the case of our work, however, we seek instead to use the relationship between the documents as )J 40 482 :M -.065(expressed by the links between them.)A 40 518 :M f586 sf 3.779 .378(Graph-Partitioning Algorithm and Its Visualisation)J 40 542 :M f435 sf .819 .082(Clustering the documents using their links is a a graph-partitioning problem)J f556 sf .079(\312)A f435 sf .498 .05(: we have a graph of )J 40 554 :M 1.565 .156(connected nodes \(the documents\), with weighted edges \(links\) between them, and we want to )J 40 566 :M -.071(partition this graph so that it can be displayed on a density map \(Fig. 2\).)A 76 590 :M -.01(This problem of clustering documents based on their links is more interesting with XML and )A 40 602 :M 1.997 .2(XLink than with HTML, because we have weighted links, the weights corresponding to the )J 40 614 :M .137 .014(semantics of the links)J 146 614 :M f556 sf (\312)S f435 sf .386 .039(: the semantics are specified with XLink but are not supported in the case of )J 40 626 :M (HTML.)S 76 650 :M .213 .021(Many proposals have been made related to this NP-hard problem \(Garey & Johnson, 1979\), )J 40 662 :M 1.081 .108(such as the simulated annealing algorithm \(Shield 1987, Johnson, Aragon, McGeoch & Sheron, )J 40 674 :M .508 .051(1989\) \(solving the local minima problem by accepting non-improving solutions with a probability )J 40 687 :M .957 .096(based on the )J 108 687 :M f347 sf .256(temperature)A f435 sf .859 .086( which is allowed to slowly decrease in value\), and noising algorithms )J 40 699 :M .188 .019(\(Sharon & Hudry, 1993\) \(solving the local minima problem by adding noise to the data, decreasing )J 40 711 :M -.076(with the number of iterations\).)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (55)S gR endp showpage %%Page: 56 56 %%BeginPageSetup initializepage (Damien ; page : 56 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 71 :M f435 sf -.045(A recent proposal for a noising algorithm for the graph partitioning problem by Sudhakar and )A 40 83 :M 1.446 .145(Murthy \(1997\) provides a good solution to this partitioning problem. This noising partitioning )J 40 95 :M .846 .085(algorithm takes a graph as the input, and returns the associations between the nodes and a given )J 40 107 :M -.05(number of clusters so that a cost is minimised. We used this algorithm, which is rather fast, and gives )A 40 119 :M -.073(good results. This algorithm is described in Appendix 4, \322Modified noising algorithm\323.)A 76 143 :M -.059(We used two different ways to get the initial documents)A f556 sf (\312)S f435 sf -.058(: they can be issued from a repository )A 40 155 :M -.043(of linked documents, or they can be retrieved by querying servers. In the later way, an initial query is )A 40 167 :M -.043(executed to get a first document, and its links are used recursively, until a chosen depth is reached, to )A 40 179 :M -.136(get all the related documents.)A 76 203 :M 1.273 .127(Two important problems the algorithm addresses are to obtain balanced clusters, and to )J 40 215 :M .212 .021(minimise the number of cut links between the clusters. A constant \()J f768 sf .073(a)A f435 sf .168 .017(\) is used to provide a trade-off )J 40 227 :M -.055(between these two constraints, so that the cost function can be expressed as)A f556 sf (\312)S f435 sf -.056(: T = I + )A 443 227 :M f768 sf (a)S f435 sf .063 .006(*C, I being the )J 40 239 :M -.001(total imbalance between the clusters, and C the cost resulting from the edges cut for the vertices that )A 40 251 :M -.093(are not in the same cluster \(the definitions of I and C are further looked at below\).)A 55 290 451 270 rC 1 G 55 290 451 269 rC 291 344 215 215 rF 0 G 291.5 344.5 214 214 rS 215 398.5 344 @w 215 291 451.5 @c 307 361 4 @i 307 361 3.5 @e 8 7 327 414.5 @j 7 6 327 414.5 @f 375 381 4 @i 375 381 3.5 @e 421.5 394.5 3.5 @i 421.5 394.5 3 @e 7 8 441.5 374 @j 6 7 441.5 374 @f 482 374 4 @i 482 374 3.5 @e 8 7 482 434.5 @j 7 6 482 434.5 @f 7 8 334.5 481 @j 6 7 334.5 481 @f 375 495 4 @i 375 495 3.5 @e 314.5 521.5 3.5 @i 314.5 521.5 3 @e 367.5 535.5 3.5 @i 367.5 535.5 3 @e 8 7 428 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55 290 451 269 rC gS .909 .909 scale 166.997 445.944 :T -166.997 -445.944 :T 161.668 447.852 :M f783 sf (1)S gR gS .909 .909 scale 229.43 490.25 :T -229.43 -490.25 :T 224.355 491.867 :M f783 sf (1)S gR 55 290 363 269 rC gS .909 .909 scale 244.495 427.776 :T -244.495 -427.776 :T 238.657 429.138 :M f783 sf (1)S gR 55 290 340 269 rC gS .909 .909 scale 218.363 472.081 :T -218.363 -472.081 :T 213.361 473.152 :M f783 sf (2)S gR 55 290 309 269 rC gS .909 .909 scale 185.051 476.174 :T -185.051 -476.174 :T 179.267 477.554 :M f783 sf (3)S gR gR gS 55 290 451 198 rC gS .909 .909 scale 313.547 328.004 :T -313.547 -328.004 :T 105.583 331.212 :M f798 sf 12 u798 :p 348.469 :m (PARTITIONING THE GRAPH AND CREATING A DENSITY MAP)S gR gR gS 4 26 553 709 rC 139 572 :M f435 sf -.031(Fig. 2. Link weighted graph \(left\), and one partition \(right\).)A 40 608 :M 1.196 .12(In this particular implementation, the vertices are AML documents, and the edges are the links )J 40 620 :M 1.136 .114(between them. The clusters are fixed on a grid of a given size at the beginning, and the cost C )J 40 632 :M -.099(depends of the distances between the clusters)A f556 sf (\312)S f435 sf (:)S 40 645 :M -.059(C = )A f813 sf -.081(S)A f435 sf -.052([for all the documents i, j]\(w)A 0 2 rm -.038(ij)A 0 -2 rm -.049( * d\(c\(i\), c\(j\)\)\))A 40 660 :M -.203(w)A 0 2 rm -.078(ij)A 0 -2 rm -.115( being the weight of the link between documents i and j)A 40 675 :M -.147(c\(i\) being the cluster containing the document i)A 40 687 :M -.07(d\(a, b\) being the Euclidian distance, on the grid, between clusters a and b)A 76 711 :M .049 .005(We went through different tries before we obtained the cost function for the links mentioned )J 40 723 :M .365 .036(above, C. Initially, we were calculating the clusters first, independently from the grid, and then we )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (56)S gR endp showpage %%Page: 57 57 %%BeginPageSetup initializepage (Damien ; page : 57 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf 1.274 .127(were trying to map them on the grid, using the links between the clusters for that)J f556 sf .153(\312)A f435 sf 1.106 .111(: the noising )J 40 83 :M .565 .057(algorithm was called a second time, with the clusters as vertices. But the result was not optimum, )J 40 95 :M .007 .001(because another partition of the documents could have resulted in a better positioning of the clusters )J 40 107 :M .282 .028(on the grid. The solution was to mix all the constraints together and to give them as an input to the )J 40 119 :M -.106(graph-partitioning algorithm.)A 40 144 :M -.012(The original function for I was)A f556 sf (\312)S f435 sf -.009(:\312\312 I = )A f813 sf (S)S f435 sf -.011([for all the clusters k]\(|L)A 0 2 rm (k)S 0 -2 rm ( - L)S 0 2 rm (av)S 0 -2 rm (|\))S 40 159 :M -.15(L)A 0 2 rm -.123(k)A 0 -2 rm -.103( being the number of documents in cluster k)A 40 174 :M -.17(L)A 0 2 rm -.132(av)A 0 -2 rm -.118( being the average number of documents per cluster)A 76 189 :M -.042(With this function for I, the result is not completely satisfactory for the user in the case where )A 40 201 :M -.024(the documents are retrieved recursively from an initial one, because we get one cluster \(with the first )A 40 213 :M -.096(document queried\) with a lot of associated documents, and all the other clusters have exactly the same )A 40 225 :M -.047(number of documents. The result is interesting because of the associations we can discover, but if the )A 40 237 :M -.04(cluster sizes were not so well balanced then the associations could be more relevant. If we reduce the )A 40 249 :M .364 .036(value of )J 84 249 :M f768 sf .21(a)A f435 sf .567 .057(, we only get fewer documents per cluster \(apart from the original one\), and always the )J 40 261 :M .147 .015(same number of documents for the other clusters. This is because of the imbalance cost function, I)J f556 sf (\312)S f435 sf .046 .005(: )J 40 273 :M .04 .004(the cost is increased by one if the number of documents in a cluster is increased by one, whether the )J 40 285 :M -.09(current number is close to the average number or very far from it.)A 76 309 :M .27 .027(We improved this function, just for display reasons, to a function in which the imbalance is )J 40 321 :M -.145(calculated with a square function centred on the average value)A f556 sf -.06(\312)A f435 sf (:)S 40 334 :M -.042(we use I)A 0 2 rm -.051(k)A 0 -2 rm -.047(=|L)A 0 2 rm -.051(k)A 0 -2 rm -.048(-L)A 0 2 rm -.048(av)A 0 -2 rm (|)S f828 sf 0 -5 rm (2)S 0 5 rm f435 sf -.045(/L)A 0 2 rm -.048(av)A 0 -2 rm -.04( instead of I)A 215 336 :M (k)S 0 -2 rm (=|L)S 0 2 rm (k)S 0 -2 rm (-L)S 0 2 rm (av)S 0 -2 rm .03 .003(|. In this way, the imbalance cost grows quickly)J 0 2 rm f556 sf 0 -2 rm (\312)S 0 2 rm f435 sf 0 -2 rm (: it is )S 0 2 rm 40 349 :M -.08(not important if a cluster has just one more document than the average, but we want to avoid getting a )A 40 361 :M .443 .044(cluster with no document at all, or a cluster with too many documents. The result is a nice density )J 40 373 :M -.049(map with many colours, showing reasonably balanced clusters.)A 76 397 :M .083 .008(Ultimately, the graph-partitioning algorithm works like an "intelligent" program)J 463 397 :M f556 sf .114(\312)A f435 sf .608 .061(: it is given )J 40 409 :M -.06(the declarative constraints of the problem to solve, and it is not necessary to look into the "black box" )A 40 421 :M -.062(until it returns the \(if not perfect, always good\) result.)A 76 445 :M .242 .024(Titles can be chosen for the clusters, based on the links)J 345 445 :M f556 sf (\312)S f435 sf .26 .026(: for each document in a cluster, the )J 40 457 :M -.022(sum of the weights of the links between the document and the other documents in the same cluster is )A 40 469 :M .071 .007(computed, and the document with the best score is chosen as a title for its cluster. This might not be )J 40 481 :M 1.488 .149(the most "representative" document, but it certainly is the most important document, from the )J 40 493 :M -.054(clustering point of view.)A 40 529 :M f586 sf .762(Examples)A 40 553 :M f435 sf .829 .083(Any AML objects could be used for clustering \(currently)J 326 553 :M f556 sf .084(\312)A f435 sf .878 .088(: astronomical objects, articles, people, )J 40 565 :M -.035(images, tables and set of tables\), but we need to have access to a database giving AML documents as )A 40 577 :M .914 .091(a result of a query. At the time of this study, the only servers supplying AML documents were)J f556 sf .106(\312)A f435 sf .306 .031(: )J 40 589 :M .022 .002(Simbad, NED and ADS. We could also use the widely-available database of astronomers created by )J 40 601 :M -.036(C. Benn \(La Palma\) and R. Martin \(Royal Greenwich Observatory, Cambridge\) to get people-related )A 40 613 :M .454 .045(information. For our prototypes, we used three different AML objects)J 383 613 :M f556 sf (\312)S f435 sf .056 .006(: astronomical object, article )J 40 625 :M -.094(and person. We therefore have a three-dimensional space of relations between these objects.)A 76 649 :M -.095(With progress in information retrieval enabled by use of the internet, other works are available )A 40 661 :M -.071(relating to collaboration between scientists)A f556 sf (\312)S f435 sf -.076(: J. Grossman and P. Ion have worked on the collaboration )A 40 673 :M 1.841 .184(graph for the most prolific mathematician, Paul Erd\232s. They report \(Grossman & Ion, 1995\) )J 40 685 :M .27 .027(problems in identifying people's names, such as confusing Peter L. Erd\232s \(also P. Erd\232s\) with Paul )J 40 697 :M .193 .019(Erd\232s, and we had the same difficulties. They suggest that every author should pick as complete an )J 40 709 :M 1.003 .1(author name as possible for his or her publications and use it on every item. We would add the )J 40 721 :M .134 .013(request for database managers to use a standard syntax, like "Lastname, Firstname1, Firstname2,..." )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (57)S gR endp showpage %%Page: 58 58 %%BeginPageSetup initializepage (Damien ; page : 58 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.054(to specify author names and allow web robots to get the last name and the first names separately \(one )A 40 83 :M .422 .042(shouldn't forget each of the names can be composed of one or more words, and hence the space is )J 40 95 :M -.029(not a good separator\).)A 76 119 :M 2.531 .253(The collaboration graph Grossman and Ion use, however, contains just one type of )J 40 131 :M .132(information)A f556 sf .051(\312)A f435 sf .452 .045(: authors. In our case, we add more information, and possibly more relations, with the )J 40 143 :M -.124(articles and the astronomical objects.)A 76 167 :M 1.176 .118(Two map examples, for Professor Jean Heyvaerts \(astronomer, Strasbourg Astronomical )J 40 179 :M .202 .02(Observatory\) and MRK334 \(an astronomical object\) are shown in Figs. 3 and 4. In these examples, )J 40 191 :M 1.37 .137(the map is composed of 16 sets of documents. If the user clicks on a location in the map, the )J 40 203 :M .006 .001(corresponding list of documents appears below the map, with the full title of the article in case of an )J 40 215 :M -.085(article. When the user clicks on a document in the list, the content is shown in the AML browser.)A 76 239 :M -.005(Another interesting feature of this program is the selection of the documents, from the whole )A 40 251 :M .217 .022(set of the documents retrieved, which are the most similar to the first document. The comparison is )J 40 263 :M .616 .062(based on the content of the files, using DTD-specific functions related to the XML formatting. In )J 40 275 :M .802 .08(Section 2, we have already touched on this aspect of added semantics in XML. For instance, the )J 40 287 :M .807 .081("most similar" AML document to the one representing Jean Heyvaerts is the AML document for )J 40 299 :M 1.426 .143(Silvano Bonazzola, because they wrote many articles together. The most similar document for )J 40 311 :M .616 .062(MRK334 is the one for NGC7214, because they are both Seyfert galaxies and many articles have )J 40 323 :M -.033(been written about the two objects together. This is a typical "knowledge discovery" application, and )A 40 335 :M .619 .062(it goes much further than what was previously possible with HTML)J 377 335 :M f556 sf .051(\312)A f435 sf .463 .046(: instead of comparing single )J 40 347 :M 2.455 .245(words using their frequencies in the texts, it becomes possible to do complex quantitative )J 40 359 :M .032(comparisons.)A 56 398 450 301 rC :imsv 450 301 8 450 [450 0 0 301 56 398] F T 3 F :f 0(\377\377\377\367\367\367\336\336\336\306\306\306\265\265\265\214\214\214\204\204\204{{{ssskkkRRRJJJBBB999\)\)\)!!!\030\030\030\2149\030\306Z\)\275R!\255J\030\377{1\357{1R\)\020\2049\010\)\020\000\377\214\ 9\347s!Z\)\0109\030\000\377\224B\255c\)\357\204\)\306k!\377\2241\255Z\0209\)\030\367\234B\306{1\367\255Z\377\245B\347\2249\367\255R\377\2459\357\265c\204Z!\306\2149\357\265R\255\214R\347\265Z\326\255Z\357\ 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%ADOeod :j gR gS 4 26 553 709 rC 171 435 :M f435 sf -.038(Fig. 4. Map for astronomical object MRK334.)A 40 507 :M f586 sf 3.612 .361(Enhancing the Clustering by Adding Keyword Links)J 40 531 :M f435 sf -.027(The prototype can be improved by availing of keywords associated with the documents)A 458 531 :M f556 sf (\312)S f435 sf .083 .008(: when some )J 40 543 :M .739 .074(documents share the same keyword, new links are added between all these documents before the )J 40 555 :M -.078(partitioning is carried out. These "keyword links" enhance the previous \(XLink-related\) links with the )A 40 567 :M -.026(use of keywords associated with the graph nodes.)A 76 591 :M -.123(A simple way to implement this would be to link each document having a keyword with all the )A 40 603 :M .5 .05(documents having the same keyword. But there would be n*\(n - 1\)/2 links added for n documents )J 40 615 :M .895 .09(having the same keyword, and the partitioning would become more computationally demanding. )J 40 627 :M .067 .007(Instead, an alternative is to create a new node for each keyword, with a null weight so that it doesn't )J 40 639 :M -.067(change the balance of the clusters, and linked to all the documents having this keyword. This requires )A 40 651 :M -.085(a small change in the partitioning algorithm, to allow the use of weights for the nodes \(or simply a 0/1 )A 40 663 :M .05(weight\).)A 76 687 :M -.057(Sometimes, previously isolated documents become part of a cluster with the use of keywords, )A 40 699 :M -.012(because they share the same subject. While the maps not using the keywords are often dominated by )A 40 711 :M 1.258 .126(the article/author associations, the maps using the keywords are more about the subjects in the )J 40 723 :M .069 .007(articles. The weight of the keyword links can be changed accordingly to the desired result, based on )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (59)S gR endp showpage %%Page: 60 60 %%BeginPageSetup initializepage (Damien ; page : 60 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.056(whether the user prefers a map based on subjects or on author associations.)A 76 95 :M 1.101 .11(The clusters can be annotated with the keywords)J f556 sf .11(\312)A f435 sf .966 .097(: the most representative keyword for a )J 40 107 :M .426 .043(cluster becomes its name. To choose the best keyword for a given cluster, a score is calculated for )J 40 119 :M .518 .052(each keyword, and the keyword with the best score becomes the cluster's annotation. The formula )J 40 131 :M -.04(used is)A f556 sf (\312)S f435 sf (:)S 40 134 388 58 rC 428 192 :M 40 134 :T psb currentpoint pse -40 -134 :T 40 134 :M 40 134 :T psb /MTsave save def 40 dict begin currentpoint 3 -1 roll sub neg 3 1 roll sub 12416 div 1856 3 -1 roll exch div scale currentpoint translate 64 32 translate /thick 0 def /th { dup setlinewidth /thick exch def } def 16 th 1238 584 moveto 2700 0 rlineto stroke 4830 584 moveto 7318 0 rlineto stroke /cat { dup length 2 index length add string dup dup 5 -1 roll exch copy length 4 -1 roll putinterval } def /ff { dup FontDirectory exch known not { dup dup length string cvs (|______) exch cat dup FontDirectory exch known {exch} if pop } if findfont } def /fs 0 def /cf 0 def /sf {exch dup /fs exch def dup neg matrix scale makefont setfont} def /f1 {ff dup /cf exch def sf} def /ns {cf sf} def /sh {moveto show} def 384 /Times-Italic f1 (score) -6 683 sh (nb) 1423 442 sh (kwd) 2111 442 sh (docs) 3052 442 sh (total) 1256 976 sh (kwd) 2271 976 sh (docs) 3212 976 sh (f) 5043 415 sh (nb) 5349 415 sh (docs) 6038 415 sh (in) 7036 415 sh (cluster) 7630 415 sh (total) 9052 415 sh (kwd) 10067 415 sh (docs) 11008 415 sh (nb) 6741 976 sh (docs) 7430 976 sh (in) 8428 976 sh (cluster) 9022 976 sh (where) -5 1692 sh (f) 1200 1692 sh (x) 1525 1692 sh (x) 2259 1692 sh (if) 2639 1692 sh (x) 3139 1692 sh (and) 4118 1692 sh (f) 4982 1692 sh (x) 5307 1692 sh (otherwise) 6417 1692 sh 384 /Symbol f1 (=) 920 683 sh (\327) 4008 683 sh (-) 4529 683 sh (-) 8765 415 sh /f3 {ff 3 -1 roll .001 mul 3 -1 roll .001 mul matrix scale makefont dup /cf exch def sf} def 384 1000 1182 /Symbol f3 (\() 5212 426 sh (\)) 11721 426 sh 384 1000 1377 /Symbol f3 (\() 4842 444 sh (\)) 11846 444 sh 384 1000 1182 /Symbol f3 (\() 6604 987 sh (\)) 10084 987 sh 384 /Symbol f1 (\351) 4168 355 sh (\353) 4168 1138 sh (\352) 4168 724 sh (\352) 4168 1072 sh (\371) 12171 355 sh (\373) 12171 1138 sh (\372) 12171 724 sh (\372) 12171 1072 sh 384 1000 1171 /Symbol f3 (\() 1369 1702 sh (\)) 1716 1702 sh 384 /Symbol f1 (=) 1930 1692 sh (>) 3414 1692 sh 384 1000 1171 /Symbol f3 (\() 5151 1702 sh (\)) 5498 1702 sh 384 /Symbol f1 (=) 5712 1692 sh 384 /Times-Roman f1 (_) 1861 442 sh (_) 2801 442 sh (_) 2021 976 sh (_) 2961 976 sh (_) 5787 415 sh (_) 6796 415 sh (_) 7386 415 sh (_) 9817 415 sh (_) 10757 415 sh (_) 7179 976 sh (_) 8188 976 sh (_) 8778 976 sh ( ) 984 1692 sh ( ) 2495 1692 sh ( ) 2968 1692 sh ( ) 3963 1692 sh ( ) 4766 1692 sh ( ) 6267 1692 sh 384 /Times-Roman f1 (1) 4286 683 sh (0) 3717 1692 sh (0) 6021 1692 sh 224 ns (2) 11978 184 sh (2) 10216 777 sh end MTsave restore pse gR gS 4 26 553 709 rC 40 214 :M f435 sf -.016(where )A f347 sf -.018(nb_kwd_docs)A f435 sf -.015( is the number of documents in the cluster having the keyword, )A 443 214 :M f347 sf .184(total_kwd_docs)A f435 sf .102 .01( )J 40 226 :M 3.937 .394(is the total number of documents having this keyword \(with the other clusters\), and )J 40 239 :M f347 sf -.058(nb_docs_in_cluster)A f435 sf -.053( is the total number of documents in the cluster.)A 76 263 :M -.062(This formula is in two multiplicative parts)A 277 263 :M f556 sf (\312)S f435 sf .096 .01(: the first part ensures that rare keywords are more )J 40 275 :M .106 .011(important than very common ones, and the second part gives less weight to the keywords which are )J 40 287 :M .479 .048(used less frequently that the number of documents in the cluster. The best possible keyword, for a )J 40 299 :M -.064(given cluster, is used by all the documents in the cluster, and no other documents.)A 76 323 :M 1.044 .104(This formula can be combined with the previous one, using the links to choose a cluster )J 40 335 :M -.022(annotation)A f556 sf (\312)S f435 sf -.021(: the best score for the links is compared to the best score for the keywords divided by the )A 40 347 :M .2 .02(number of documents in the cluster. If the score for the links is higher, the cluster title becomes the )J 40 359 :M .52 .052(document title, and otherwise the best keyword is chosen. This gives a broad choice of titles for a )J 40 371 :M .189 .019(cluster, reflecting the various meanings for the clustering, and the result is a better synthesis for the )J 40 383 :M -.029(whole set of documents.)A 76 407 :M .713 .071(Some keywords in the articles are astronomical object names, and these keywords are not )J 40 419 :M -.032(used here because the objects are already represented and taken into account by the AML documents )A 40 431 :M .341 .034(representing the astronomical objects. This is better than doing clustering with these keywords and )J 40 443 :M .216 .022(not using the astronomical objects as AML documents, because there can be 30 different names for )J 40 455 :M .589 .059(one object, so the keywords using astronomical object names would not be correctly associated if )J 40 467 :M .221 .022(they were used. Also, all the object names could not be included in the indexing vocabulary for the )J 40 479 :M -.08(articles.)A 76 503 :M 1.204 .12(Ultimately, the keyword links add new organisation-related information to the map, and )J 40 515 :M .195 .02(provide enhanced and extended meaning. This is very interesting, but two practical problems arise)J f556 sf (\312)S f435 sf .054 .005(: )J 40 527 :M 1.375 .137(many documents do not have any keyword, so they tend to be excluded from the ones having )J 40 539 :M -.073(keywords, and there is currently no unified indexing vocabulary between the documents.)A 76 563 :M .679 .068(The first problem is partly solved by the use of the other links)J 386 563 :M f556 sf .06(\312)A f435 sf .526 .053(: the documents are always )J 40 575 :M -.018(connected to others in the graph, so different clusters can have different origins and meanings. Some )A 40 587 :M 1.134 .113(keywords can be extracted from other fields, such as the title or the abstract. But to extract the )J 40 599 :M -.071(relevant words would require something like a list of important words.)A 76 623 :M 1.194 .119(The second problem, the indexing vocabulary, can be solved by the creation of a list of )J 40 635 :M .903 .09(synonyms between the keywords, either by hand or automatically. Lee, Kurtz and Dubin are for )J 40 647 :M .142 .014(instance working on this problem with a spreading activation network \(Lee, Kurtz & Dubin, 1999a, )J 40 659 :M -.016(Lee & Dubin, 1999b\).)A 76 683 :M .895 .089(We have begun creating such a list by hand, and it appears that different keywords often )J 40 695 :M .524 .052(represent different expressions of the same term, which is an issue close to problems addressed in )J 40 707 :M 1.967 .197(natural language processing. But it also requires knowledge of the field of application, here )J 40 719 :M .553 .055(astronomy. As this list is often composed of natural language words or expressions, it can also be )J 40 731 :M -.073(used to extract keywords from plain text.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (60)S gR endp showpage %%Page: 61 61 %%BeginPageSetup initializepage (Damien ; page : 61 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC 56 98 450 301 rC :imsv 450 301 8 450 [450 0 0 301 56 98] F T 3 F :f 0(\377\377\377\367\367\367\336\336\336\306\306\306\265\265\265\214\214\214\204\204\204{{{ssskkkRRRJJJBBB999\)\)\)!!!\030\030\030\2149\030\306Z\)\275R!\255J\030\377{1\357{1R\)\020\2049\010\)\020\000\377\214\ 9\347s!Z\)\0109\030\000\377\224B\255c\)\357\204\)\306k!\377\2241\255Z\0209\)\030\367\234B\306{1\367\255Z\377\245B\347\2249\367\255R\377\2459\357\265c\204Z!\306\2149\357\265R\255\214R\347\265Z\326\255Z\357\ 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%ADOeod :j gR gS 4 26 553 709 rC 86 411 :M f435 sf .045 .004(Fig. 5. The same map as Fig. 4 for Jean Heyvaerts, but with the use of keywords. )J 40 471 :M f586 sf 3.864 .386(Map Implementation Issues)J 40 495 :M f435 sf .449 .045(The time required to build a map with 65 documents can be divided into the time to download the )J 40 507 :M -.016(documents, usually more than 12 minutes, and the time to do the partitioning, about 15 seconds. The )A 40 519 :M .417 .042(first delay is due to the resources being distributed at different sites, in Europe or in the USA. The )J 40 531 :M .592 .059(result is that the tool to build the maps cannot be used in real-time, and this is an issue because it )J 40 543 :M -.055(would be very useful to get such maps instantly.)A 40 567 :M -.131(Different solutions can be considered to reduce access time)A f556 sf -.054(\312)A f435 sf (:)S 50 603 :M (\245)S 58 603 :M -.064(a site gathering together all the servers, using mirrors, and local processing of the documents, )A 50 615 :M (\245)S 58 615 :M .181 .018(an index for all the servers, with only information about the links between the documents on all )J 58 627 :M -.063(the servers)A 110 627 :M f556 sf (\312)S f435 sf .106 .011(: this solution is good only if the size of the links is much smaller than the size of the )J 58 639 :M -.065(contents of the documents, and )A 50 651 :M (\245)S 58 651 :M -.108(the use of threads to query for multiple documents at the same time.)A 76 675 :M -.094(We have tried to use threads, and this reduced the downloading time by a factor of 3)A 474 675 :M f556 sf (\312)S f435 sf -.104(: we have )A 40 687 :M -.033(found that a minimum of 4 minutes is required to download 65 documents, which is much better, but )A 40 699 :M -.071(is still far from allowing real interactivity. This technique is limited by the various bandwidths, by the )A 40 711 :M .75 .075(servers and by the local machine)J 204 711 :M f556 sf .167(\312)A f435 sf 1.207 .121(: after a certain number of threads, about 5 for us, the time to )J 40 723 :M -.078(download the documents is increasing again.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (61)S gR endp showpage %%Page: 62 62 %%BeginPageSetup initializepage (Damien ; page : 62 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 76 83 :M f435 sf -.002(The clustering time is very low when only the XML links are used, because the relationships )A 40 95 :M -.044(matrix is sparse. But when a few thousand articles are used, with their keywords, it can take 15 hours )A 40 107 :M .658 .066(to do a clustering of a similar quality. This is due to the keywords used in most documents)J 492 107 :M f556 sf .063(\312)A f435 sf .363 .036(: they )J 40 119 :M -.04(create a huge number of new links, and the algorithm is not well adapted to this type of graph. In this )A 40 131 :M -.093(case, the time to download the documents does not dominate the processing time.)A 40 170 :M f571 sf 14 u571 :p 74.683 :m 3.688 .369(AML maps)J f655 sf 8 u655 :p 2.195 :m .195(\312)A f571 sf 14 u571 :p 299.125 :m 2.395 .24(: comparison with other IR and KDD systems)J 40 194 :M f435 sf .708 .071(To compare the AML maps with other systems, we choose the case of astronomical articles. The )J 40 206 :M .638 .064(AML maps can mix various kinds of documents together, for example about articles, authors and )J 40 218 :M -.061(astronomical objects, but the other systems only allow a search within a set of documents of the same )A 40 230 :M -.076(type, with a list of documents of another type linked to a found document.)A 76 254 :M .578 .058(Four different systems are studied here)J 269 254 :M f556 sf .105(\312)A f435 sf .851 .085(: the ADS search for articles by keywords \(or any )J 40 266 :M -.033(search system by keywords\), the Kohonen map for astronomical documents \(it has been created with )A 40 278 :M 1.628 .163(A&A articles and ApJ articles, separately\) , the AML map created with a collection of AML )J 40 290 :M .396 .04(documents \(like A&A articles\), and the AML map created by using the links from a given starting )J 40 302 :M -.03(document, recursively.)A 76 326 :M .454 .045(Four different tasks for these systems are studied)J f556 sf (\312)S f435 sf .36 .036(: a simple search of a known document, a )J 40 338 :M .591 .059(search for similar documents, a search for documents on given subject, and the exploration of the )J 40 350 :M -.047(\322surroundings\323 of a given document.)A 40 386 :M f586 sf 4.601 .46(Search by keywords)J 40 410 :M f435 sf .143 .014(A search by keywords, or by field \(title / authors / keywords\) is especially useful if the document is )J 40 422 :M .323(known)A f556 sf .099(\312)A f435 sf .721 .072(: either one of the authors is known, or part of the title. In this case, the document can be )J 40 434 :M .054 .005(found immediately with any of the different systems \(they all provide a more or less good search by )J 40 446 :M .164 .016(keywords\), provided it is contained in the indexed collection. So, in this case, the most important is )J 40 458 :M .076 .008(to have the biggest collection of documents, and this is easier if the search is only by keywords)J f556 sf (\312)S f435 sf .043 .004(: the )J 40 470 :M .96 .096(Kohonen map or the AML map are usually not created with more than about 10000 documents, )J 40 482 :M -.094(because it requires too much time to create the maps. An indexed collection of documents for a search )A 40 494 :M -.049(by keyword has no such limitation.)A 76 518 :M .371 .037(A similar document can be found by looking for documents with the same keywords as the )J 40 530 :M .375 .037(original document. This is however limited by the syntax of the keywords)J f556 sf (\312)S f435 sf .312 .031(: if two documents have )J 40 542 :M -.019(two different keywords with a similar meaning, these keywords will not contribute to the connection )A 40 554 :M -.069(between the two documents \(unless a complete dictionary of synonyms is used\).)A 76 578 :M .007 .001(A subject can be searched by keywords if the user knows the exact keywords for the subject. )J 40 590 :M -.032(The user usually knows a good keyword for its subject, but will not see at all documents with similar )A 40 602 :M 1.166 .117(subject, or documents on the same subject but with the keywords expressed in a different way. )J 40 614 :M -.034(Having a rigorous thesaurus for the keywords helps a lot if the user knows the thesaurus, because the )A 40 626 :M -.07(user can then check the thesaurus to avoid forgetting keywords of possible interest.)A 76 650 :M -.032(Exploring the \322surroundings\323 of a document \(with the documents linked to documents linked )A 40 662 :M -.057(to the original document, like the articles written by the original article\325s author for instance\) requires )A 40 674 :M .124 .012(a lot of work for the user, because the links presented to the user are always of depth 1, for instance )J 40 686 :M .603 .06(the authors of an article, or the articles written by an author. After a lot of browsing, the user can )J 40 698 :M .28 .028(create a synthesis of the various documents linked to one, to get a global view. In practice, nobody )J 40 710 :M 1.174 .117(does this work completely. This work could however be done automatically with the following )J 40 722 :M .144(systems.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (62)S gR endp showpage %%Page: 63 63 %%BeginPageSetup initializepage (Damien ; page : 63 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 95 :M f586 sf 4.162 .416(Kohonen map)J 40 119 :M f435 sf 1.199 .12(A Kohonen map is the result of a clustering executed by a specific neural network. The neural )J 40 131 :M .14 .014(network is unsupervised, which means the clustering is realised without any human interaction)J f556 sf (\312)S f435 sf .063 .006(: the )J 40 143 :M 1.309 .131(result is a self-organising map \(SOM\). As an input for the neural network is a vector for each )J 40 155 :M -.025(document. The result is a list of clusters, organised on a 2-D grid, containing documents with similar )A 40 167 :M -.008(vectors. There are semantic associations between the documents and the clusters, so a Kohonen map )A 40 179 :M -.04(is also a semantic map. A user interface is linked to the resulting map, with different colours for each )A 40 191 :M -.084(cluster depending on the documents density, and titles for semantic regions on the map.)A 40 216 :M f347 sf .344 .034(- Search for similar documents)J 40 228 :M f435 sf 1.005 .101(Looking for similar documents is immediate with a Kohonen map)J 373 228 :M f556 sf .111(\312)A f435 sf 1.007 .101(: the documents are clustered )J 40 240 :M .017 .002(together, so it is actually difficult not to see the similar documents. But the similar documents found )J 40 252 :M .031 .003(on a Kohonen map are not the same than with the previous technique)J f556 sf (\312)S f435 sf .029 .003(: new documents can be found )J 40 264 :M -.055(because they have the same keywords as a document similar to the first one, and other documents are )A 40 276 :M .451 .045(not found any more because they are \322closer\323 to other documents somewhere else on the map. An )J 40 288 :M -.063(advantage with this technique is that the similar documents are already clustered, so the user can look )A 40 300 :M 1.049 .105(at an interesting cluster near a document, and forget about another cluster, even though the two )J 40 312 :M -.102(clusters are equally close to the first document.)A 40 337 :M f347 sf .4 .04(- Search for documents on a given subject)J 40 349 :M f435 sf -.053(With a simple Kohonen map, with titles for the clusters, one can look for a cluster on a given subject, )A 40 361 :M -.057(or, if the subject is not a title on the map, for a cluster on a related subject. A possible problem occurs )A 40 373 :M .367 .037(when a subject has not been selected as an important one for the clustering, and the documents are )J 40 385 :M .42 .042(split among various clusters at different locations. An interface like the one developed by Philippe )J 40 397 :M .265 .027(Poin\215ot can however solve this problem)J f556 sf (\312)S f435 sf .202 .02(: it is possible to search documents by keywords first, then )J 40 409 :M .329 .033(look at the clusters concerned \(the colours of the map are changed to reflect a density based on the )J 40 421 :M 1.026 .103(selected documents only\), and add other keywords chosen in the keywords used by the selected )J 40 433 :M .044(clusters.)A 40 458 :M f347 sf .373 .037(- Exploration of the surroundings)J 40 470 :M f435 sf .042 .004(With the map auto-organisation, it is easy to explore the surroundings of a given document. But this )J 40 482 :M .367 .037(is limited to the documents clustered in the map, which must be represented with vectors. Usually, )J 40 494 :M .018 .002(this restricts the set of documents to documents of the same type, like articles \(and the keywords are )J 40 506 :M -.084(used to create the vectors\).)A 40 542 :M f586 sf 2.809 .281(AML map on a collection of documents)J 40 566 :M f435 sf 1.092 .109(An \322AML map\323 looks like a Kohonen map, but is using other resources to create the map, and )J 40 578 :M 1.254 .125(another algorithm)J f556 sf .079(\312)A f435 sf .683 .068(: the clustering is based on links between the documents instead of a similarity )J 40 590 :M 1.399 .14(between vectors representing the documents. The keywords can also be used, but it requires a )J 40 602 :M 1.138 .114(transformation into \322keyword links\323, so that the clustering is using only the links \(with various )J 40 614 :M .478 .048(weights\). Although it is called \322AML map\323 here, it could be used with any kind of document \(not )J 40 626 :M 2.39 .239(only AML or XML\), provided links can be expressed between the documents. With XML )J 40 638 :M .158 .016(documents, the links are explicitly expressed with the XLink syntax, so clustering using the links is )J 40 650 :M -.073(natural when searching through a set of XML documents.)A 40 675 :M f347 sf .344 .034(- Search for similar documents)J 40 687 :M f435 sf .042 .004(This is like with the Kohonen map, except that other similar documents can be found because of the )J 40 699 :M -.037(links between the documents)A 179 699 :M f556 sf (\312)S f435 sf .255 .025(: for instance, with a set of AML documents with articles, authors and )J 40 711 :M 1.326 .133(astronomical objects, two articles with the same author, or citing the same astronomical object )J 40 723 :M 1.328 .133(\(regardless of the name possibly given as a keyword for the article\), will be more likely to be )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (63)S gR endp showpage %%Page: 64 64 %%BeginPageSetup initializepage (Damien ; page : 64 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf 1.146 .115(considered \322similar\323 by the AML map algorithm. An astronomical object is a good example of )J 40 83 :M .14 .014(something difficult to translate into a keyword, because it has usually many names, or \322identifiers\323, )J 40 95 :M -.102(and different authors refer to the same object with different names.)A 40 120 :M f347 sf .399 .04(- Search for documents on a given subject / Exploration of the surroundings)J 40 132 :M f435 sf .424 .042(Again, this is like the Kohonen map, except that a \322subject\323 becomes here a larger notion)J f556 sf (\312)S f435 sf .198 .02(: it is no )J 40 144 :M .741 .074(longer only related to a sample of keywords. For instance, a group of authors and articles can be )J 40 156 :M -.1(clustered together because the authors wrote these articles together, even if the articles are on different )A 40 168 :M .008 .001(subjects. A title for a cluster can be either a representative keyword for the documents in the cluster, )J 40 180 :M .905 .09(or the name of an important document in the cluster \(with many links to other documents in the )J 40 192 :M (cluster\).)S 40 228 :M f586 sf 2.737 .274(AML map from a given document)J 40 252 :M f435 sf -.028(With this method, all the documents linked to one are retrieved automatically, until a certain depth is )A 40 264 :M -.053(reached in the tree. Then, the same clustering as before is executed, except that a comparison is made )A 40 276 :M -.091(for each document retrieved with the first document. The 2 most similar documents are flagged on the )A 40 288 :M -.036(map, so that the user can see them quickly. Because the comparison is using the knowledge of AML, )A 40 300 :M -.07(with specific comparison procedures, it is much more precise than a simple comparison by keywords.)A 40 312 :M -.008(The set of documents is closely linked to the first one, with the AML links, and there are advantages )A 40 324 :M 3.081 .308(and drawbacks)J f556 sf .198(\312)A f435 sf 1.7 .17(: some documents very relevant can be found by this way, but other relevant )J 40 336 :M .005 .001(documents which are on the same subject but are not directly linked will be forgotten. This is why it )J 40 348 :M .748 .075(is complementary with the AML maps on a collection of documents \(or the Kohonen maps\))J f556 sf .076(\312)A f435 sf .366 .037(: the )J 40 360 :M .977 .098(\322collection of documents\323 can be all the articles written for a journal, thus giving a global view )J 40 372 :M -.135(complementary with the local and in-depth view given by the AML map on a specific document.)A 40 384 :M .644 .064(The AML map from a given document is of course the best way to explore the surroundings of a )J 40 396 :M -.069(given document, because it is designed for this specific task.)A 40 432 :M f586 sf 2.867 .287(Comparison between the Kohonen map and the AML map)J 40 456 :M f435 sf .446 .045(The Kohonen map uses a vector corresponding to each document and tries to associate documents )J 40 468 :M -.046(with close vectors, whereas the AML map uses links between the documents to partition the graph of )A 40 480 :M -.113(documents into equilibrated clusters with a minimum \322cost\323 for the links cut between the clusters. The )A 40 492 :M 1.803 .18(two problems are mathematically equivalent)J f556 sf .139(\312)A f435 sf .959 .096(: the result is the same \(a grid of clusters with the )J 40 504 :M -.087(documents\), and it is possible to translate a problem\325s data from one algorithm to another.)A 76 516 :M -.079(If there is a collection of documents represented by vectors, it is for instance possible to create )A 40 528 :M -.085(a fake document for each element of the vectors, linked to all the documents having this element non-)A 40 540 :M 1.097 .11(null in their vectors. The fake documents can be given a weight of zero, and the links\325 weights )J 40 552 :M -.068(depend on the values of the corresponding vectors elements. The fake documents are deleted after the )A 40 564 :M -.126(partitioning to get a clean result.)A 76 576 :M -.056(Inversely, from a collection of linked documents, it is possible to create associated vectors for )A 40 588 :M .195 .019(the documents by adding a new term in the vectors for each link, with a non-null value only for the )J 40 600 :M -.049(two documents linked.)A 76 612 :M 1.857 .186(In practice, though, the Kohonen map algorithm is best suited when the input data is )J 40 624 :M .321 .032(composed of vectors with a small dimension, and the AML map algorithm is better when the input )J 40 636 :M -.039(data is expressed easily with links between the documents, and not too many links per document \(the )A 40 648 :M -.053(matrix is big but hollow\).)A 76 660 :M .112 .011(The big advantage of the AML map algorithm is that the cost function is declared explicitly, )J 40 672 :M -.044(and hence the result is sure to be what we want \(although the parameter balancing the imbalance cost )A 40 684 :M .293 .029(between the clusters and the cost of the cut links has to be \322tuned\323\). Also, it is easier to choose the )J 40 696 :M .147 .015(trade-off between the computing time and the result\325s quality \(it is a simple parameter\))J 461 696 :M f556 sf .055(\312)A f435 sf .392 .039(: because of )J 40 708 :M -.104(this, a very precise result can probably more easily be found with the AML map algorithm, although it )A 40 720 :M -.05(might require a lot of CPU.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (64)S gR endp showpage %%Page: 65 65 %%BeginPageSetup initializepage (Damien ; page : 65 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 83 :M f586 sf 4.164 .416(Combining both techniques)J 40 107 :M f435 sf -.094(It is sometimes interesting to use both the AML links and the keywords in the documents, for instance )A 40 119 :M 1.162 .116(to create a map of articles, authors and astronomical objects and taking into account the article )J 40 131 :M .169(keywords.)A 76 143 :M 1.504 .15(This has been done with an AML map. The most common keywords, although greatly )J 40 155 :M .231 .023(slowing the partitioning, are useful for the global structure resulting, while the least used keywords )J 40 167 :M -.126(and the AML links are creating the low-scale structure of the map.)A 76 179 :M 1.052 .105(A solution, to keep the global structure resulting of the most common keywords without )J 40 191 :M 1.59 .159(slowing down the partitioning, would be to use a Kohonen map first, with the most common )J 40 203 :M -.002(keywords, and to create an AML map starting from this result, without the most common keywords. )A 40 215 :M .894 .089(Usually, an AML map starts from a random solution, and tries to enhance it and avoid the local )J 40 227 :M -.12(minima. But it is difficult not to fall in a local minimum for the global structure with this algorithm; by )A 40 239 :M -.034(using a Kohonen map first to create this global structure and enhance it locally, we would assure that )A 40 251 :M -.083(both the low-scale and the high-scale structures are preserved.)A 40 287 :M f586 sf .814(Conclusion)A 40 311 :M f435 sf .665 .066(The different systems studied here are able to solve different kinds of search, and the best choice )J 40 323 :M -.078(depends on the search\325s goal)A f556 sf (\312)S f435 sf (:)S 50 347 :M (\245)S 58 347 :M -.015(for a quick search of a known document, or on a well-defined subject, the best choice is a simple )A 58 359 :M .217 .022(search by keywords, with a system like ADS. Because keyword searches are widespread on the )J 58 371 :M -.058(Internet, the user interface is easily understood by any user.)A 50 395 :M (\245)S 58 395 :M -.1(for a quick exploration on a subject, it is better to use a Kohonen map or an AML map on a big set )A 58 407 :M .271 .027(of documents \(it is supposed that the map has already been created, and is ready for browsing\). )J 58 419 :M -.098(The user interface with a semantic map gives an overview of the set of documents.)A 50 443 :M (\245)S 58 443 :M .352 .035(for an in-depth search related to a given document, an AML map created from the document is )J 58 455 :M .316 .032(best suited. It requires to start a query and wait much longer for the result, but in the end it is a )J 58 467 :M 1.991 .199(work usually executed \322manually\323 that is done automatically)J f556 sf .175(\312)A f435 sf 1.207 .121(: the result is close a human )J 58 479 :M .112(synthesis.)A 40 518 :M f571 sf 14 u571 :p 207.001 :m 3.913 .391(Evaluation of the classification)J 40 542 :M f586 sf 3.425 .342(The Alliance project)J 40 566 :M f435 sf 1.324 .132(The Alliance project is a collaboration between a number of people in Belfast, Strasbourg and )J 40 578 :M 1.6 .16(Toulouse, to evaluate different methods of classification, with financial support of the British )J 40 590 :M 1.12 .112(Council. Philippe Poin\215ot, in Strasbourg, uses a Kohonen map to classify documents, while the )J 40 602 :M .169 .017(Toulouse group at the IRIT institute \(Josianne Mothe, Sa\225d Karouach and Ludovic Fontaine\) uses a )J 40 614 :M -.005(method based on vector comparisons in a system called T\216tralogie \(Mothe, Egret, Dkaki & Dousset, )A 40 626 :M .468 .047(1998, IRIT 1999\).)J 76 638 :M .518 .052(Although the testing is not complete yet, we have defined the method for the tests, and we )J 40 650 :M -.102(have executed the classifications on our different systems with the same dataset.)A 40 686 :M f586 sf 3.578 .358(The common denominator)J 40 711 :M f347 sf .738 .074(The common denominator)J 76 723 :M f435 sf .765 .076(The user interface, allowing a browsing of the documents in the Kohonen map and in the )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (65)S gR endp showpage %%Page: 66 66 %%BeginPageSetup initializepage (Damien ; page : 66 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .463 .046(AML map, is an important part of these systems. However, it is not an objective for the algorithm )J 40 83 :M -.097(used in T\216tralogie, so we have not kept this element for the evaluation.)A 76 107 :M .663 .066(Also, the classifications for T\216tralogie and the Kohonen map are based only on vectors of )J 40 119 :M -.041(keywords, while the AML map is based on the links between the documents. Although the keywords )A 40 131 :M .031 .003(can be used as links between the documents during the classification process, the list of keywords is )J 40 143 :M -.051(not stored for a given cluster in the AML map. So, an evaluation for the results using the keywords is )A 40 155 :M -.121(only applicable to the Kohonen map and T\216tralogie.)A 40 191 :M f586 sf 3.692 .369(Objectives of the evaluation)J 76 215 :M f435 sf .289 .029(We had two objectives in mind for the evaluation of the three systems. The first one was to )J 40 227 :M .245 .024(gain a better understanding of the classification methods, and their common points and differences. )J 40 239 :M .579 .058(Many ideas are common to all classification systems, and are applicable to all or several of them, )J 40 251 :M -.066(while the differences are useful to understanding what is unique in our systems.)A 76 275 :M -.096(The second one was to evaluate the performance of the classifications with various criteria. As )A 40 287 :M .227 .023(the classifications are complex processing, a comparison with other classifications are a convenient )J 40 299 :M -.049(way to evaluate the performance)A f556 sf (\312)S f435 sf -.046(: even though the quality of the result for one classification could be )A 40 311 :M .869 .087(discussed because of the many factors linked to the classification process, we can be sure of the )J 40 323 :M -.106(quality of the relative results.)A 40 359 :M f586 sf 3.503 .35(The evaluation method)J 76 383 :M f435 sf .935 .093(The evaluation method we have chosen is based on human tests. A number of experts in )J 40 395 :M -.068(astronomy have to evaluate the results of the classification, with some criteria. The only different part )A 40 407 :M .545 .054(between the systems, for these tests, is the classification method)J 357 407 :M f556 sf .079(\312)A f435 sf .615 .062(: a new simple user interface has )J 40 419 :M .21 .021(been created solely in order to provide a common environment for the tests. This means that only a )J 40 431 :M -.059(part of the objectives, for some systems, is evaluated)A f556 sf (\312)S f435 sf -.062(: there is no \322browsing\323 allowed here.)A 76 455 :M .855 .085(Other evaluation methods have been used by other researchers to evaluate classifications. )J 40 467 :M .596 .06(Some of them imply many classifications based on the same dataset. This was not possible for us )J 40 479 :M -.131(because of hardware limitations)A 190 479 :M f556 sf (\312)S f435 sf -.077(: for the chosen dataset, the AML map and T\216tralogie had to compute )A 40 491 :M -.045(the classification during hours \(the Kohonen map was much faster\), so it was not feasible to compute )A 40 503 :M -.061(hundreds of different classifications.)A 40 539 :M f586 sf 4.453 .445(Common elements)J f730 sf .243(\312)A f586 sf 2.686 .269(: dataset and thesaurus)J 76 563 :M f435 sf .11 .011(We have been very careful to use the same dataset and thesaurus, so that comparisons of the )J 40 575 :M .988 .099(results are made easier. The dataset we chose is composed of 3248 articles published in various )J 40 587 :M -.074(astronomy journals for a ten-years period, written by French authors and which had the most citations )A 40 599 :M -.025(during the this period. We made sure that the dataset was very consistent, and that our systems could )A 40 611 :M -.106(read and interpret it in the same way.)A 76 635 :M .217 .022(We had two different thesaurus for astronomy at the beginning)J f556 sf (\312)S f435 sf .154 .015(: one with a list of keywords )J 40 647 :M 1.74 .174(used for T\216tralogie, and another one for the AML maps, with another list of keywords, with )J 40 659 :M -.019(synonyms for most of them. In order to improve the performance of our systems and to use the same )A 40 671 :M .707 .071(thesaurus, we have unified the two thesauri, which resulted in a list of 1982 keywords with 1358 )J 40 683 :M -.033(different meanings. As the Kohonen map system was not using a thesaurus, we have transformed the )A 40 695 :M -.1(dataset with it instead.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (66)S gR endp showpage %%Page: 67 67 %%BeginPageSetup initializepage (Damien ; page : 67 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f586 sf 3.565 .356(A different choice)J f730 sf .306(\312)A f586 sf 3.164 .316(: keeping the rare keywords)J 40 95 :M f435 sf -.097(An interesting difference in the different systems is the choice to keep or not the rare keywords.)A 40 107 :M -.089(The reasons to remove the rare keywords are the following)A f556 sf (\312)S f435 sf (:)S 50 119 :M (\245)S 58 119 :M .008 .001(a cluster on a general theme can be split because one of its elements has a rare keyword and gets )J 58 131 :M -.125(associated with another document in another cluster)A 50 143 :M (\245)S 58 143 :M -.093(clusters become easier to understand with only keywords of their \322size\323)A 397 143 :M f556 sf (\312)S f435 sf -.026(: keywords used by about )A 58 155 :M -.112(the number of documents in a cluster)A 40 179 :M -.052(But, keeping the rare keywords)A f556 sf (\312)S f435 sf (:)S 50 191 :M (\245)S 58 191 :M .402 .04(doesn\325t change the general structure of the classification \(the number of rare keywords is high, )J 58 203 :M -.109(but they are not used a lot\))A 50 215 :M (\245)S 58 215 :M .92 .092(lets the algorithm use all the information \(if needed, the rare keywords can be given a lower )J 58 227 :M -.12(weight\) \(this is the representational perspective\))A 50 239 :M (\245)S 58 239 :M -.014(results in a more precise classification)A f556 sf (\312)S f435 sf -.015(: two very similar documents have a better chance to be in )A 58 251 :M -.153(the same cluster)A 76 275 :M 1.042 .104(As we thought that our systems might react differently for this choice, the Toulouse and )J 40 287 :M -.049(Strasbourg groups have decided to remove the rare keywords, while I preferred to keep them. From a )A 40 299 :M .915 .092(discrimination based perspective, keeping or not the rare keywords results in different structures )J 40 311 :M .864 .086(being highlighted, so the best choice may depend on the test set, and on the precise goals of the )J 40 323 :M -.093(classification.)A 40 359 :M f586 sf 3.219 .322(Tests and explanations to the testers)J 76 383 :M f435 sf -.115(The following tasks have been defined for the evaluation)A f556 sf (\312)S f435 sf (:)S 40 408 :M f347 sf .442 .044(Task 1)J f843 sf (\312)S f347 sf .477 .048(: search for similar documents)J 44 420 :M f435 sf 1(1.)A 58 420 :M .057 .006(Each expert chooses a document in the field of expertise, without using a classification or a user )J 58 432 :M -.147(interface specific to a system)A 44 444 :M 1(2.)A 58 444 :M -.125(Each system returns the list of documents in the cluster containing the first article)A 44 456 :M 1(3.)A 58 456 :M -.098(The union of the lists returned by the systems is presented to the expert for evaluation)A 44 468 :M 1(4.)A 58 468 :M -.138(The similarity of each document with the first one is evaluated)A 44 480 :M 1(5.)A 58 480 :M -.127(The results are interpreted in terms of recall and precision)A 40 505 :M f347 sf .685 .068(Task 2)J f843 sf .069(\312)A f347 sf .866 .087(: clusters consistency)J 44 517 :M f435 sf 1(1.)A 58 517 :M -.116(Each expert defines a theme for his cluster selected during Task 1)A 44 529 :M 1(2.)A 58 529 :M -.156(Each document\325s subject similarity to the theme is evaluated)A 44 541 :M 1(3.)A 58 541 :M -.111(The results are interpreted in terms of precision only)A 40 566 :M f347 sf .473 .047(Task 3)J f843 sf (\312)S f347 sf .46 .046(: terms consistency in a cluster \(only for Kohonen maps and T\216tralogie\))J 44 578 :M f435 sf 1(1.)A 58 578 :M .073 .007(For the cluster selected during Task 1, each expert evaluates the consistency based on the theme )J 58 590 :M -.078(defined during Task 2 and the document keywords)A 40 626 :M f586 sf .999(Results)A 40 650 :M f435 sf -.09(Unfortunately, we have not gathered enough results yet to get statistically meaningful results.)A 40 689 :M f571 sf 14 u571 :p 243 :m 3.378 .338(Is distributed partitioning possible ?)J 40 713 :M f435 sf .058 .006(This section evaluates the possibility to create a graph partition of a number of distributed resources )J 40 725 :M .942 .094(over a network, with a distributed algorithm. The resources are considered as the vertices of the )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (67)S gR endp showpage %%Page: 68 68 %%BeginPageSetup initializepage (Damien ; page : 68 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .633 .063(graph, and the links between the resources are represented as the edges of the graph. Because the )J 40 83 :M .416 .042(resources are distributed on many servers, the whole graph should never be created anywhere, and )J 40 95 :M .207 .021(this is an important restriction for the resolution of the problem. Each resource is allowed to have a )J 40 107 :M -.031(local view of the graph, and to communicate with its neighbours \(resources having a link with it\). To )A 40 119 :M .839 .084(be efficient, the algorithm should restrain the communications between the resource repositories, )J 40 131 :M -.114(because the network speed is the main limitation to solve the problem.)A 76 155 :M -.036(If an efficient algorithm could be found to partition the graph in a distributed way, it could be )A 40 167 :M .007 .001(used on a huge scale, which would be very interesting for the many linked resources on the Internet. )J 40 179 :M .083 .008(There is already a \322web\323 of HTML resources on the Internet, but this web will become increasingly )J 40 191 :M .245 .024(complex and meaningful with the generalised use of XML. A partitioning of the web could then be )J 40 203 :M -.053(used, for instance, to create directories automatically with a much bigger scale than what can be done )A 40 215 :M -.082(manually.)A 76 239 :M .914 .091(At this point, the centralist approach to this problem shouldn't be moved aside, even if it )J 40 251 :M .976 .098(requires more and more power for supercomputers with the exponential growth of the web. The )J 40 263 :M 1.53 .153(distributed approach and the centralist one are concurrent on some points, but have their own )J 40 275 :M -.081(advantages and drawbacks, and they are complementary in some other cases.)A 76 299 :M .865 .087(The resources are stored in repositories, and the communication between resources in the )J 40 311 :M -.028(same repository is not an issue, but they are supposed here to have mainly links to resources external )A 40 323 :M .197 .02(to their repository. An example of this situation is, in astronomy, a server providing information on )J 40 335 :M 1.438 .144(astronomical objects and another one specialised in astronomical articles)J f556 sf .126(\312)A f435 sf .936 .094(: there are many links )J 40 347 :M .73 .073(between the two repositories, and not many inside one repository \(actually, when ADS, the main )J 40 359 :M -.039(server of astronomical articles, will have information on the article references available, there will be )A 40 371 :M -.087(more links between the articles, but this constraint is already realistic for today\325s web\).)A 81 398 399 211 rC 81.5 398.5 250.5 454.5 17.5 @s 1 G 103.5 415.5 8.5 @i 0 G 103.5 415.5 8 @e 1 G 135.5 415.5 8.5 @i 0 G 135.5 415.5 8 @e 1 G 166.5 415.5 8.5 @i 0 G 166.5 415.5 8 @e 1 G 197.5 415.5 8.5 @i 0 G 197.5 415.5 8 @e 1 G 228.5 415.5 8.5 @i 0 G 228.5 415.5 8 @e 1 G 118.5 437.5 8.5 @i 0 G 118.5 437.5 8 @e 1 G 149.5 437.5 8.5 @i 0 G 149.5 437.5 8 @e 1 G 180.5 437.5 8.5 @i 0 G 180.5 437.5 8 @e 1 G 211.5 437.5 8.5 @i 0 G 211.5 437.5 8 @e 308.5 398.5 477.5 454.5 17.5 @s 1 G 330.5 415.5 8.5 @i 0 G 330.5 415.5 8 @e 1 G 361.5 415.5 8.5 @i 0 G 361.5 415.5 8 @e 1 G 18 17 393 415.5 @j 0 G 17 16 393 415.5 @f 1 G 424.5 415.5 8.5 @i 0 G 424.5 415.5 8 @e 1 G 455.5 415.5 8.5 @i 0 G 455.5 415.5 8 @e 1 G 344.5 437.5 8.5 @i 0 G 344.5 437.5 8 @e 1 G 375.5 437.5 8.5 @i 0 G 375.5 437.5 8 @e 1 G 407.5 437.5 8.5 @i 0 G 407.5 437.5 8 @e 1 G 438.5 437.5 8.5 @i 0 G 438.5 437.5 8 @e 81.5 512.5 250.5 567.5 17.5 @s 1 G 103.5 528.5 8.5 @i 0 G 103.5 528.5 8 @e 1 G 135.5 528.5 8.5 @i 0 G 135.5 528.5 8 @e 1 G 166.5 528.5 8.5 @i 0 G 166.5 528.5 8 @e 1 G 197.5 528.5 8.5 @i 0 G 197.5 528.5 8 @e 1 G 228.5 528.5 8.5 @i 0 G 228.5 528.5 8 @e 1 G 118.5 551.5 8.5 @i 0 G 118.5 551.5 8 @e 1 G 149.5 551.5 8.5 @i 0 G 149.5 551.5 8 @e 1 G 180.5 551.5 8.5 @i 0 G 180.5 551.5 8 @e 1 G 211.5 551.5 8.5 @i 0 G 211.5 551.5 8 @e 308.5 512.5 477.5 567.5 17.5 @s 1 G 330.5 528.5 8.5 @i 0 G 330.5 528.5 8 @e 1 G 361.5 528.5 8.5 @i 0 G 361.5 528.5 8 @e 1 G 18 17 393 528.5 @j 0 G 17 16 393 528.5 @f 1 G 424.5 528.5 8.5 @i 0 G 424.5 528.5 8 @e 1 G 455.5 528.5 8.5 @i 0 G 455.5 528.5 8 @e 1 G 344.5 551.5 8.5 @i 0 G 344.5 551.5 8 @e 1 G 375.5 551.5 8.5 @i 0 G 375.5 551.5 8 @e 1 G 407.5 551.5 8.5 @i 0 G 407.5 551.5 8 @e 1 G 438.5 551.5 8.5 @i 0 G 438.5 551.5 8 @e np 121 446 :M 127 456 :L 119 457 :L 121 446 :L eofill np 133 521 :M 127 511 :L 135 510 :L 133 521 :L eofill 121 448 -1 1 133 519 1 121 447 @a np 101 424 :M 105 434 :L 97 435 :L 101 424 :L eofill np 105 521 :M 101 511 :L 109 510 :L 105 521 :L eofill 101 426 -1 1 105 519 1 101 425 @a np 180 544 :M 176 533 :L 184 533 :L 180 544 :L eofill np 180 446 :M 184 457 :L 176 457 :L 180 446 :L eofill 94 180.5 448 @w np 135 424 :M 140 434 :L 132 435 :L 135 424 :L eofill np 150 544 :M 145 534 :L 153 533 :L 150 544 :L eofill 135 426 -1 1 150 542 1 135 425 @a np 217 444 :M 228 447 :L 223 454 :L 217 444 :L eofill np 326 527 :M 315 524 :L 320 517 :L 326 527 :L eofill 218 446 -1 1 325 525 1 218 445 @a np 234 421 :M 244 426 :L 238 432 :L 234 421 :L eofill np 326 521 :M 316 516 :L 322 510 :L 326 521 :L eofill 235 423 -1 1 325 519 1 235 422 @a np 220 551 :M 231 547 :L 231 555 :L 220 551 :L eofill np 337 551 :M 326 555 :L 326 547 :L 337 551 :L eofill 113 222 551.5 @c np 158 551 :M 169 547 :L 169 555 :L 158 551 :L eofill np 204 551 :M 193 555 :L 193 547 :L 204 551 :L eofill 42 160 551.5 @c np 212 446 :M 218 456 :L 210 457 :L 212 446 :L eofill np 227 521 :M 221 511 :L 229 510 :L 227 521 :L eofill 212 448 -1 1 227 519 1 212 447 @a np 175 415 :M 186 411 :L 186 419 :L 175 415 :L eofill np 221 415 :M 210 419 :L 210 411 :L 221 415 :L eofill 42 177 415.5 @c np 144 415 :M 155 416 :L 151 424 :L 144 415 :L eofill np 173 433 :M 162 432 :L 166 424 :L 173 433 :L eofill 145 417 -1 1 172 431 1 145 416 @a np 206 415 :M 217 411 :L 217 419 :L 206 415 :L eofill np 323 415 :M 312 419 :L 312 411 :L 323 415 :L eofill 113 208 415.5 @c np 402 531 :M 413 531 :L 409 539 :L 402 531 :L eofill np 434 547 :M 423 547 :L 427 539 :L 434 547 :L eofill 403 532 -1 1 433 546 1 403 531 @a np 455 521 :M 451 510 :L 459 510 :L 455 521 :L eofill np 455 424 :M 459 435 :L 451 435 :L 455 424 :L eofill 93 455.5 426 @w np 396 521 :M 393 510 :L 401 511 :L 396 521 :L eofill np 405 446 :M 408 457 :L 400 456 :L 405 446 :L eofill -1 -1 397 520 1 1 404 447 @b np 379 544 :M 376 533 :L 384 534 :L 379 544 :L eofill np 394 424 :M 397 435 :L 389 434 :L 394 424 :L eofill -1 -1 380 543 1 1 393 425 @b np 362 521 :M 358 510 :L 366 510 :L 362 521 :L eofill np 362 424 :M 366 435 :L 358 435 :L 362 424 :L eofill 93 362.5 426 @w np 339 415 :M 350 411 :L 350 419 :L 339 415 :L eofill np 385 415 :M 374 419 :L 374 411 :L 385 415 :L eofill 42 341 415.5 @c np 339 534 :M 350 534 :L 347 542 :L 339 534 :L eofill np 368 547 :M 357 547 :L 360 539 :L 368 547 :L eofill 340 535 -1 1 367 546 1 340 534 @a np 413 433 :M 422 426 :L 424 433 :L 413 433 :L eofill np 448 421 :M 439 428 :L 437 421 :L 448 421 :L eofill -1 -1 415 433 1 1 446 421 @b np 436 446 :M 442 456 :L 434 457 :L 436 446 :L eofill np 451 524 :M 445 514 :L 453 513 :L 451 524 :L eofill 436 448 -1 1 451 522 1 436 447 @a np 424 521 :M 420 510 :L 428 510 :L 424 521 :L eofill np 424 424 :M 428 435 :L 420 435 :L 424 424 :L eofill 93 424.5 426 @w np 124 547 :M 133 540 :L 135 547 :L 124 547 :L eofill np 162 534 :M 153 541 :L 151 534 :L 162 534 :L eofill -1 -1 126 547 1 1 160 534 @b np 112 531 :M 123 532 :L 119 540 :L 112 531 :L eofill np 142 549 :M 131 548 :L 135 540 :L 142 549 :L eofill 113 533 -1 1 141 547 1 113 532 @a np 141 524 :M 138 513 :L 146 514 :L 141 524 :L eofill np 147 446 :M 150 457 :L 142 456 :L 147 446 :L eofill -1 -1 142 523 1 1 146 447 @b np 237 531 :M 248 527 :L 248 535 :L 237 531 :L eofill np 323 531 :M 312 535 :L 312 527 :L 323 531 :L eofill 82 239 531.5 @c np 206 524 :M 212 515 :L 217 522 :L 206 524 :L eofill np 337 441 :M 331 450 :L 326 443 :L 337 441 :L eofill -1 -1 208 523 1 1 335 442 @b np 370 531 :M 381 532 :L 377 540 :L 370 531 :L eofill np 400 549 :M 389 548 :L 393 540 :L 400 549 :L eofill 371 533 -1 1 399 547 1 371 532 @a np 416 549 :M 425 542 :L 427 550 :L 416 549 :L eofill np 454 537 :M 445 544 :L 443 536 :L 454 537 :L eofill -1 -1 418 549 1 1 452 537 @b np 353 438 :M 364 434 :L 364 442 :L 353 438 :L eofill np 400 438 :M 389 442 :L 389 434 :L 400 438 :L eofill 43 355 438.5 @c 221 594 127 12 rC gR gS 216 558 137 48 rC 221 603 :M f435 sf -.064(Repositories and resources)A gR gS 4 26 553 709 rC 76 645 :M f435 sf .452 .045(Another reasonable assumption can be made about the repositories)J 404 645 :M f556 sf .098(\312)A f435 sf .769 .077(: each of them contains )J 40 657 :M .968 .097(many resources. This means that communications between the repositories would not hinder the )J 40 669 :M .089 .009(performance of the problem\325s resolution, as long as the data transferred does not concern individual )J 40 681 :M .939 .094(resources. However, it is very unlikely that a given cluster will be entirely contained by a given )J 40 693 :M .065 .007(repository. To manage a cluster, it would be possible to associate a cluster with a repository, even if )J 40 705 :M -.073(90% of the cluster documents do not reside in this cluster.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (68)S gR endp showpage %%Page: 69 69 %%BeginPageSetup initializepage (Damien ; page : 69 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f586 sf 3.459 .346(An approach to distributed partitioning)J 76 83 :M f435 sf .395 .04(An approach to this problem is evaluated here, based on the noising partitioning algorithm. )J 40 95 :M .524 .052(The idea is to solve the problem with the same algorithm, but taking into account the fact that the )J 40 107 :M -.107(resources are distributed)A f556 sf (\312)S f435 sf -.115(: the communications between the repositories are minimised.)A 76 131 :M .154 .015(To process the partitioning, each repository needs to have a piece of software to manage the )J 40 143 :M .093 .009(partitioning at a local level. A special server will coordinate the whole process, and this server must )J 40 155 :M -.073(have a list of the repositories.)A 76 179 :M .691 .069(This algorithm is based on bidirectional links. If the links are unidirectional, as with most )J 40 191 :M .923 .092(HTML documents, it is possible, at the beginning, to create bidirectional links from the existing )J 40 203 :M 3.116 .312(unidirectional links)J f556 sf .201(\312)A f435 sf 1.696 .17(: all the repositories would have to collect their resources\325 links to other )J 40 215 :M -.085(repositories, and transmit the information to them.)A 76 239 :M .415 .042(At each iteration in the noising partitioning algorithm, there is a temporary solution, with a )J 40 251 :M -.095(number of clusters \(the first partition can be obtained randomly\).)A 76 275 :M -.109(Each repository keeps track of the following information)A f556 sf (\312)S f435 sf (:)S 50 287 :M (\245)S 58 287 :M -.109(the information for the clusters \322centred\323 at a resource stored in this repository)A 50 299 :M (\245)S 58 299 :M -.091(the number of resources for all the clusters)A 76 323 :M -.121(Each cluster keeps track of the following information)A f556 sf -.05(\312)A f435 sf (:)S 50 335 :M (\245)S 58 335 :M -.093(the number of resources in it)A 50 347 :M (\245)S 58 347 :M -.082(a complete list of the links of its resources, with their weights)A 40 371 :M f586 sf 4.583 .458(Cost evaluation)J 76 383 :M f435 sf -.088(The noising partitioning algorithm tries to minimise the total cost I+alpha*C, of the imbalance )A 40 395 :M (I)S f228 sf (k)S f435 sf -.041(=|L)A f228 sf (k)S f435 sf -.042(-L)A f228 sf -.032(av)A f435 sf -.034(| for each cluster k, and of the cut links C)A f228 sf (k)S f435 sf -.034( for a cluster k.)A 76 407 :M -.048(For each cluster, recorded in a repository containing one of its members, the number of nodes )A 40 419 :M -.082(is calculated, as well as alpha*\(the number of cut links\). Then, all the results \(C)A f228 sf -.08(k)A f435 sf -.091( and L)A f228 sf -.08(k)A f435 sf -.084(\) are collected )A 40 431 :M .171 .017(by a server controlling the partitioning process by sending messages to all the repositories, the total )J 40 443 :M -.076(number of resources is then calculated, and I)A f228 sf -.072(k)A f435 sf -.07( for all the cluster, and the total cost.)A 76 455 :M -.027(After this first evaluation, the total number of nodes can be used to calculate I)A f228 sf (k)S f435 sf -.027( directly in the )A 40 467 :M (repositories.)S 76 492 :M -.08(The )A f347 sf -.076(descent)A f435 sf -.07( procedure has to calculate, for each node move, the difference created in the total )A 40 504 :M -.052(imbalance between the clusters, and the difference in the cost of the cut links. This means that the list )A 40 516 :M -.035(of the clusters, their number of nodes and their position should be known everywhere so that the cost )A 40 528 :M -.145(difference can be calculated quickly.)A 40 552 :M f586 sf 4.006 .401(The problem)J 76 564 :M f435 sf .208 .021(The algorithms to partition a graph are focused on the clusters, but the clusters do not relate )J 40 576 :M -.068(with the repositories)A f556 sf (\312)S f435 sf -.068(: they are composed of resources stored in different repositories. This means it is )A 40 588 :M -.002(needed to store temporary solutions \(nodes and links\) in repositories where the information does not )A 40 600 :M .864 .086(origin. The links between the resources are sometimes the biggest information in a database)J f556 sf .087(\312)A f435 sf .404 .04(: for )J 40 612 :M -.082(instance, the literature references to the astronomical objects sometimes take more disk space than the )A 40 624 :M .401 .04(information on the objects. A distributed partitioning algorithm would move this information from )J 40 636 :M -.052(one site to another a number of times, creating a huge overload on the network and slowing down the )A 40 648 :M .542 .054(partitioning compared to a centralised solution. There is no interest to store all the information on )J 40 660 :M -.018(different servers, far one from another with limited connection speed between them, so, a distributed )A 40 672 :M 1.714 .171(partitioning is probably not a good solution to this problem, unless different assumptions are )J 40 684 :M .097(assumed.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (69)S gR endp showpage %%Page: 70 70 %%BeginPageSetup initializepage (Damien ; page : 70 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .242 .024(VII. )J f481 sf 18 u481 :p 204.662 :m .833 .083(SEARCH FRAMEWORKS)J 40 114 :M f435 sf -.042(Different frameworks have been proposed to let users search through internet documents. Two major )A 40 126 :M 1.311 .131(issues are the number and the diversity of documents, and different frameworks have different )J 40 138 :M .411 .041(solutions to solve these problems. Three frameworks have been studied during the thesis, and they )J 40 150 :M .739 .074(are described here)J 131 150 :M f556 sf .179(\312)A f435 sf 1.577 .158(: Harvest, Ingrid and Emerge. Harvest has been created at the university of )J 40 162 :M .144 .014(Colorado, Ingrid at NTT Labs, and Emerge at the NCSA. All three are distributed systems, in order )J 40 174 :M .032 .003(to improve their scalability. Harvest and Ingrid are indexing resources to allow a quick access to the )J 40 186 :M .402 .04(fields important for a query, while Emerge only transmits a query to the different servers, with the )J 40 198 :M -.042(Z39.50 protocol, to allow more complex queries.)A 76 210 :M -.032(Although their principles are very different, the three system have a similar architecture, with )A 40 222 :M 1.393 .139(3 software modules)J f556 sf .113(\312)A f435 sf .859 .086(: a query is initiated by a user with a software module called the \322client\323 or )J 40 234 :M .047 .005(\322navigation server\323, the query is transmitted to a module called a \322broker\323 or \322gateway\323 which uses )J 40 246 :M -.068(the information of the servers and other brokers to reply to a query or only translates the query for the )A 40 258 :M 2.406 .241(servers, and a server \(or \322gatherer\323, or \322publisher\323\) handles the query or gathers indexing )J 40 270 :M .723 .072(information. Each of the three software modules can exist in a number of instances, with various )J 40 282 :M .103(customisation)A f556 sf (\312)S f435 sf .333 .033(: for example, a client can be configured to have a specific user interface and handle )J 40 294 :M .491 .049(only a selection of data items.This same general architecture has been chosen in the three cases to )J 40 306 :M -.089(provide a good flexibility.)A 81 321 400 106 rC 1 G 82 322 53 27 rF 0 G 82.5 322.5 52 26 rS 90 327 41 12 rC gR gS 85 291 51 48 rC 90 336 :M 1 G f435 sf 0 G -.266(Client)A gR 1 G gS 81 321 400 106 rC 82 360 53 27 rF 0 G 82.5 360.5 52 26 rS 90 366 35 12 rC gR gS 85 330 45 48 rC 90 375 :M f435 sf 0 G -.266(Client)A gR gS 81 321 400 106 rC 171 360 53 27 rF 0 G 171.5 360.5 52 26 rS 179 368 38 13 rC gR gS 174 332 48 49 rC 179 377 :M f435 sf 0 G -.063(Broker)A gR gS 81 321 400 106 rC 343 322 54 27 rF 0 G 343.5 322.5 53 26 rS 346 330 55 13 rC gR gS 341 294 65 49 rC 346 339 :M f435 sf 0 G -.137(Gatherer)A gR gS 81 321 400 106 rC 343 360 54 27 rF 0 G 343.5 360.5 53 26 rS 1 G 424 322 53 27 rF 0 G 424.5 322.5 52 26 rS 427 330 48 12 rC gR gS 422 294 58 48 rC 427 339 :M f435 sf 0 G -.045(Provider)A gR gS 81 321 400 106 rC 424 360 53 27 rF 0 G 424.5 360.5 52 26 rS 1 G 424 398 53 28 rF 0 G 424.5 398.5 52 27 rS 346 366 52 12 rC gR gS 341 330 62 48 rC 346 375 :M 0 G f435 sf -.137(Gatherer)A gR 0 G gS 427 368 50 13 rC gR gS 422 332 60 49 rC 427 377 :M f435 sf -.045(Provider)A gR gS 427 407 53 12 rC gR gS 422 371 63 48 rC 427 416 :M 1 G f435 sf 0 G -.045(Provider)A gR 1 G gS 81 321 400 106 rC 256 322 53 27 rF 0 G 256.5 322.5 52 26 rS 264 330 38 13 rC gR gS 259 294 48 49 rC 264 339 :M 0 G f435 sf -.063(Broker)A gR 0 G gS 81 321 400 106 rC 28 397 334.5 @c 28 397 375.5 @c 397 380 -1 1 425 413 1 397 379 @a 35 309 334.5 @c -1 -1 225 374 1 1 256 334 @b 120 224 375.5 @c 122 135 334.5 @c 37 135 373.5 @c gR gS 4 26 553 709 rC 40 466 :M f571 sf 14 u571 :p 52.462 :m .72(Harvest)A f511 sf 3.131 .313( \(Bowman 1995\))J 40 490 :M f435 sf -.065(Harvest is well represented by the above diagram \(the names \322broker\323 and \322gatherer\323 are issued from )A 40 502 :M -.073(it\). A broker can be set to handle a selected vocabulary to avoid scaling problems of unfocused global )A 40 514 :M 1.426 .143(indexes. Harvest uses SOIF \(Summary Object Interchange Format\) \(Hardy & Schwartz, 1995\) )J 40 526 :M -.028(attribute-values to store the indexing information and exchange it between the gatherers and brokers. )A 40 538 :M -.015(SOIF delineates streams of object summaries, and allows for multiple levels of detail. Each template )A 40 550 :M .457 .046(\(to summarise an object\) contains a type, a URL, and a list of byte-count delimited attribute-value )J 40 562 :M .641 .064(pairs. A number of attributes are mandatory or recommended with Harvest, to ensure a minimum )J 40 574 :M -.136(metadata set.)A 76 598 :M -.09(Here is a more detailed diagram for Harvest architecture \(from \(Bowman et al., 1995\)\))A f556 sf (\312)S f435 sf (:)S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (70)S gR endp showpage %%Page: 71 71 %%BeginPageSetup initializepage (Damien ; page : 71 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC 42 62 478 333 rC 81 479.5 277 @w .5 G 251 147 293 181 @f 1 G 79 37 294.5 80.5 @j 0 G 78 36 294.5 80.5 @f 263 68 65 24 rC gR gS 258 32 75 60 rC 272 77 :M f405 sf .191 .019(Replication )J 278 89 :M 1 G 0 G -.255(Manager)A gR 1 G gS 42 62 478 333 rC 79 37 478.5 117.5 @j 0 G 78 36 478.5 117.5 @f 445 110 65 12 rC gR gS 440 74 75 48 rC 464 119 :M f405 sf 0 G -.353(Broker)A gR gS 42 62 478 333 rC 79 36 478.5 259 @j 0 G 78 35 478.5 259 @f 448 252 64 12 rC gR gS 443 216 74 48 rC 464 261 :M f405 sf 0 G -.281(Gatherer)A gR gS 42 62 478 333 rC 79 37 478.5 375.5 @j 0 G 78 36 478.5 375.5 @f 445 368 65 12 rC gR gS 440 332 75 48 rC 461 377 :M f405 sf 0 G -.204(Provider)A gR gS 42 62 478 333 rC 79 37 291.5 372.5 @j 0 G 78 36 291.5 372.5 @f 269 360 45 24 rC gR gS 264 324 55 60 rC 278 369 :M 0 G f405 sf -.025(Object )A 279 381 :M 1 G 0 G -.246(Cache)A gR gS 42 62 478 333 rC 42 164 68 31 rF 0 G 42.5 164.5 67 30 rS 62 173 25 12 rC gR gS 57 137 35 48 rC 62 182 :M 0 G f405 sf .111(Client)A gR 0 G gS 42 62 478 333 rC 109 331 374.5 @c 76 196 -1 1 253 371 1 76 195 @a 75 110 178.5 @c 29 294.5 99 @w -1 -1 409 179 1 1 479 136 @b 408 182 -1 1 477 241 1 408 181 @a 1 G 340 164 68 31 rF 0 G 340.5 164.5 67 30 rS 353 173 37 12 rC gR gS 348 137 47 48 rC 353 182 :M 1 G f405 sf 0 G -.026(Collector)A gR 1 G gS 42 62 478 333 rC 260 215 68 31 rF 0 G 260.5 215.5 67 30 rS 272 224 40 12 rC gR gS 267 188 50 48 rC 272 233 :M f405 sf 0 G -.136(Thesaurus)A gR gS 42 62 478 333 rC 173 164 68 31 rF 0 G 173.5 164.5 67 30 rS 178 167 58 25 rC gR gS 173 131 68 61 rC 195 176 :M 0 G f405 sf -.097(Query )A 190 188 :M 1 G 0 G -.255(Manager)A gR gS 42 62 478 333 rC 252 116 91 31 rF 0 G 252.5 116.5 90 30 rS 247 119 99 23 rC gR gS 242 83 109 59 rC 257 127 :M 0 G f228 sf .365 .036(Storage Manager and )J 258 138 :M .995 .099(Index/Search Engine)J gR 0 G gS 42 62 478 333 rC -1 -1 210 165 1 1 252 130 @b 207 196 -1 1 261 232 1 207 195 @a -1 -1 329 233 1 1 377 195 @b 343 134 -1 1 378 164 1 343 133 @a 69 294.5 147 @w 435 306 42 23 rC gR gS 430 270 52 59 rC 440 314 :M f228 sf .524 .052([local or )J 442 325 :M .17(remote])A gR gS 424 215 19 11 rC gR gS 419 179 29 47 rC 424 223 :M f228 sf -.166(SOIF)A gR gS 119 164 34 11 rC gR gS 114 128 44 47 rC 119 172 :M f228 sf 1.123 .112(1. search)J gR gS 59 243 60 34 rC gR gS 54 207 70 70 rC 69 251 :M f228 sf .734 .073(2. retrieve )J 70 262 :M .693 .069(objects & )J 60 273 :M .989 .099(access methods)J gR gS 427 147 19 11 rC gR gS 422 111 29 47 rC 427 155 :M f228 sf -.166(SOIF)A gR gS 276 260 32 12 rC gR gS 271 224 42 48 rC 276 269 :M f858 sf .291(Broker)A gR gS 4 26 553 709 rC 76 419 :M f435 sf 1.101 .11(With the different, well interfaced, software modules in the architecture, Harvest is very )J 40 431 :M .703 .07(flexible. It allows the use of any indexing/search engine system, as long as it can handle boolean )J 40 443 :M 3.539 .354(combinations of attribute-based queries, and supports incremental updates. Examples of )J 40 455 :M 1.54 .154(indexing/search engine subsystems are Ingres or WAIS. Two particular subsystems have been )J 40 467 :M .411 .041(developed for Harvest, each optimised for different uses)J 316 467 :M f556 sf .07(\312)A f435 sf .653 .065(: Glimpse \(Manber & Wu, 1994\) support )J 40 479 :M -.051(space-efficient indexes and flexible interactive queries, while Nebula \(Bowman et al., 1994\) supports )A 40 491 :M .151 .015(fast searches and views based on complex standing queries that scan the data on a regular basis and )J 40 503 :M -.14(extract relevant information.)A 76 515 :M 1.542 .154(While the Harvest project has been terminated, some subsystems like Glimpse are still )J 40 527 :M -.069(developed by other companies/universities, and it is still one of the best free systems for indexing and )A 40 539 :M .345 .034(searching collections of documents on internet/intranet \(Harvest 1999\). Because it was designed to )J 40 551 :M .152 .015(gather metadata from any SGML document, not only HTML, it can be applied to XML documents, )J 40 563 :M -.089(which could give it a second life.)A 40 587 :M f586 sf 3.602 .36(Application to AML)J 76 599 :M f435 sf 2.375 .237(Harvest has been used to index collections of AML documents on a web server. A )J 40 611 :M .176 .018(configuration file has been created to map AML elements to SOIF attributes, and, apart from minor )J 40 623 :M .982 .098(problems due to the usual incompatibilities between SGML parsers and XML parsers, the AML )J 40 635 :M .253 .025(documents were successfully indexed with Glimpse. The default web user interface was used to do )J 40 647 :M .966 .097(boolean queries combining different AML elements to find AML documents. This worked well, )J 40 659 :M 1.059 .106(although complex queries \(for instance with regular expressions\) did not always give consistent )J 40 671 :M .605 .061(results. Glimpse still suffers from \322finishing\323 problems, but the overall architecture seems able to )J 40 683 :M -.042(reach its goals.)A 40 707 :M f586 sf 2.725 .273(Example of SOIF attributes for an AML document)J 40 731 :M f616 sf -.487(@FILE { http://strule.cs.qub.ac.uk/~damieng/these/MRK334.aml)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (71)S gR endp showpage %%Page: 72 72 %%BeginPageSetup initializepage (Damien ; page : 72 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.513(update-time{9}:)A 148 71 :M -.538(935372990)A 40 82 :M -.538(title{8}:)A 112 82 :M -.547( MRK334 )A 40 93 :M -.532(source{8}:)A 112 93 :M -.547( Simbad )A 40 104 :M -.558(ra{11}:)A 112 104 :M -.526( 000309.55 )A 40 115 :M -.518(keywords{29}:)A 148 115 :M -.638(iras)A 40 126 :M -.718(kug)A 40 137 :M -.718(mcg)A 40 148 :M -.718(mrk)A 40 159 :M -.718(pgc)A 40 170 :M -.718(ucm)A 40 181 :M -.718(ugc)A 40 203 :M -.513(identifier{54}:)A 148 203 :M -.487( http://strule.cs.qub.ac.uk/~damieng/these/MRK334.aml )A 40 214 :M -.526(ident{172}:)A 40 225 :M -.558( UGC 6 )A 40 236 :M -.513( MCG+04-01-013 )A 40 247 :M -.538( Mrk 334 )A 40 258 :M -.538( ZW IV 1 )A 40 269 :M -.513( Z 0000.6+2142 )A 40 280 :M -.522( Z 477 - 43 )A 40 291 :M -.522( Z 478 - 15 )A 40 302 :M -.513( UCM 0000+2140 )A 40 313 :M -.515( KUG 0000+216 )A 40 324 :M -.508( [HB91] 0000+216 )A 40 335 :M -.508( IRAS 00005+2140 )A 40 346 :M -.547( VV 806 )A 40 357 :M -.538( PGC 207 )A 40 368 :M -.547(dec{11}:)A 112 368 :M -.526( +215736.4 )A 40 379 :M -.538(date{12}:)A 112 379 :M -.522( 16/10/1997 )A 40 390 :M -.522(creator{18}:)A 148 390 :M -.507( Damien GUILLAUME )A 40 401 :M -.532(amlver{5}:)A 112 401 :M -.598( 0.2 )A 40 412 :M -.532(amlobj{7}:)A 112 412 :M -.558(AOBJECT)A 40 423 :M -.547(md5{32}:)A 112 423 :M -.494(966f1b65b760d867832736d0f8d2dbdd)A 40 434 :M -.518(file-size{4}:)A 148 434 :M -.638(3075)A 40 445 :M -.547(type{3}:)A 112 445 :M -.718(AML)A 40 456 :M -.504(gatherer-version{6}:)A 184 456 :M -.574(1.5.17)A 40 467 :M -.508(gatherer-host{6}:)A 148 467 :M -.574(strule)A 40 478 :M -.507(gatherer-name{13}:)A 184 478 :M -.518(strule server)A 40 489 :M -.51(refresh-rate{6}:)A 148 489 :M -.574(604800)A 40 500 :M -.51(time-to-live{7}:)A 148 500 :M -.558(2419200)A 40 511 :M -.498(last-modification-time{9}:)A 220 511 :M -.538(914090627)A 40 522 :M -.513(description{8}:)A 148 522 :M -.547( MRK334 )A 40 533 :M (})S 40 571 :M f571 sf 14 u571 :p 42.963 :m .808(Ingrid)A f511 sf 3.319 .332( \(Francis, Kambayashi, Sato & Shimizu, 1995\) \(NTT 1999\))J 40 595 :M f435 sf .13 .013(The \322broker\323 part of Ingrid is very different from the other search systems\325)J 404 595 :M f556 sf (\312)S f435 sf .185 .018(: each \322Ingrid server\323 is )J 40 607 :M .946 .095(storing a different set of \322resource profiles\323 \(storing the resources metadata\), and these resource )J 40 619 :M .425 .042(profiles are linked together among the different servers. While Harvest brokers focus on a specific )J 40 631 :M .2 .02(vocabulary, Ingrid\325s scalability is insured by the brokers focusing on the resources themselves, still )J 40 643 :M -.041(allowing a quick retrieval by the use of the links between the resources. Ingrid was designed with the )A 40 655 :M .343 .034(idea that scalability would quickly become a major problem for indexing resources on the internet, )J 40 667 :M 1.545 .154(and has the most \322distributed\323 architecture of the search systems studied here, to address this )J 40 679 :M .331 .033(problem. So far, the centralised search engines have been able to keep up with the rapidly growing )J 40 691 :M -.05(mass of information on the internet by using an improved hardware, but it is still not certain they will )A 40 703 :M -.156(be able to handle all the internet metadata in the future.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (72)S gR endp showpage %%Page: 73 73 %%BeginPageSetup initializepage (Damien ; page : 73 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f586 sf 2.704 .27(What is Ingrid ? \(this part is extracted from the Ingrid web site\))J 40 95 :M f435 sf 1.999 .2(Ingrid is an architecture for a fully distributed, fully self-configuring information navigation )J 40 107 :M .031 .003(infrastructure that is designed to scale to global proportions. Unlike previous designs, Ingrid is not a )J 40 119 :M -.014(hierarchy of large index servers. Rather, links are automatically placed between individual resources )A 40 131 :M .934 .093(based on their topic similarity in such a way that clusters of term combinations are formed. The )J 40 143 :M -.097(resulting topology can potentially be searched and browsed by a robot efficiently.)A 40 167 :M .866 .087(The Ingrid project, of the NTT Laboratories, has been gradually abandoned, but mostly for non-)J 40 179 :M 1.057 .106(technical reasons. It was successfully tested on IETF documentation, and other sites could have )J 40 191 :M 1.61 .161(developed an Ingrid architecture. Ingrid was designed to be a whole-web search system, with )J 40 203 :M -.074(scalability possibilities, so in the end it has not been tested for what is had been designed for.)A 40 227 :M .537 .054(Forgetting the sad fate of Ingrid, the rest of this section describes the topology design, but not the )J 40 239 :M 0 0 .867 :F 0 G 4.26 .426(algorithms to create, use and maintain the grid \(more information can be found on )J 40 251 :M f640 sf 0 0 .867 :F .045(http://www.ingrid.org/)A f435 sf 0 G .052(\).)A 40 275 :M -.094(The goals of Ingrid are)A f556 sf (\312)S f435 sf (:)S 50 299 :M (\245)S 58 299 :M -.075(Medium-quality \("best effort"\) keyword-style searching of any text resources stored anywhere.)A 50 311 :M (\245)S 58 311 :M -.048(High-quality browsing of the text resources \(or, non-text resources described by text\).)A 50 323 :M (\245)S 58 323 :M -.101(Fully automatic operation \(works in the absence of keyword or attribute selection and requires no )A 58 335 :M -.113(manual placement of links\).)A 50 347 :M (\245)S 58 347 :M -.105(Fully distributed navigation \(no dedicated single-database search engines are required\).)A 50 359 :M (\245)S 58 359 :M -.057(No limitations on the global number of resources or hosts.)A 50 371 :M (\245)S 58 371 :M -.097(Adding value to resources by placing them near other relevant resources in Ingrid space.)A 40 408 :M f347 sf .361 .036(Ingrid as Compared to HTML)J 40 432 :M f435 sf .065 .007(Ingrid can be viewed as a web space parallel to \(and complimentary to\) the web space that exists by )J 40 444 :M -.055(virtue of HTML links \(see Figure 1\).)A 40 456 :M 1.627 .163(The two web spaces are similar in that they are both composed of \(URL-type\) links between )J 40 468 :M .01 .001(resources. 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Ingrid links are automatically placed and denote a general topical similarity between two )J 40 444 :M .273 .027(resources. HTML links individually have a strong local meaning, but collectively \(index and meta-)J 40 456 :M .283 .028(index documents notwithstanding\) do not contribute well to the global organisation of information. )J 40 468 :M 1.175 .118(Ingrid links, on the other hand, have a somewhat weak local meaning, but collectively create a )J 40 480 :M -.1(meaningful global organisation of information. )A 40 504 :M .484 .048(Browsing in HTML space can be considered as having two forms. One is browsing through index )J 40 516 :M .15 .015(documents, and the other browsing among leaf documents \(see Figure 2\). 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The Resource Profile is essentially a \(text\) summary of the resource that it represents \(though )A 40 83 :M .896 .09(the resource itself can be anything--an audio/video file, a physical object, or a service\). The two )J 40 95 :M -.119(required elements of the Resource Profile are)A f556 sf (\312)S f435 sf -.156(: )A 76 119 :M -.082(1\) Terms \(or rather, term combinations\) that describe the resource, and )A 76 131 :M -.073(2\) A pointer \(URL\) back to the resource. )A 40 155 :M -.057(Other information may be available, such as resource title, authors, date, size, type, etc. )A 40 191 :M -.086(There are three types of Ingrid Software Components)A f556 sf (\312)S f435 sf -.109(: )A 76 215 :M -.064(\245 Publisher)A f556 sf (\312)S f435 sf -.066(: Retrieves documents from web servers, creates a Resource Profile \(RP\) from the )A 40 227 :M -.026(document, and sends the RP to the Ingrid Server. )A 76 239 :M -.067(\245 Ingrid Server)A f556 sf (\312)S f435 sf -.066(: Installs the RP into the distributed Ingrid infrastructure and answers queries. )A 76 251 :M -.067(\245 Navigator)A f556 sf (\312)S f435 sf -.063(: Searches the Ingrid infrastructure and retrieves RPs for the User. )A 40 275 :M -.07(The Navigator comes in two types, the Single-User Navigator and the Navigation Server. The Single-)A 40 287 :M .633 .063(User Navigator runs directly on the user's workstation and searches the Ingrid infrastructure from )J 40 299 :M .164 .016(there. The user GUI is based on Motif. The Navigation Server runs on some server system, and can )J 40 311 :M .014 .001(be accessed by many users via the users' browsers. There are HTML Forms and Java versions of the )J 40 323 :M -.035(Navigation Server. )A 40 347 :M -.059(The following figure shows the Ingrid software components and their relationships. )A 51 362 460 361 rC 51 362 459 360 rC :imsv $m currentmatrix pop 51 370 :T ([257 2 4 1 265 2 4 1 272 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 370] F T 16 F :f :lm `rLLekhN3%goBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 374 :T ([272 0 1 3 279 2 1 1 281 2 2 1 292 2 1 1 303 2 1 1 255 0 1 4 280 2 1 2 283 2 1 2 299 3 1 1 359 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 374] F T 16 F :f :lm iW'&]!!%Q7 !.Cm2goBSnWp&67 I]DVeWp&6 qZ-Tq.B;UeWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 378 :T ([285 0 1 1 289 0 1 1 291 0 1 1 295 0 2 1 298 0 1 1 300 0 1 1 302 0 1 1 306 0 2 1 311 0 1 1 313 0 1 1 318 0 2 1 322 0 2 1 327 0 2 1 330 0 2 1 335 0 2 1 340 0 2 1 345 0 2 1 350 0 1 1 354 0 2 1 358 0 1 1 360 0 1 1 363 0 2 1 281 1 2 1 286 0 1 2 288 0 1 2 294 0 1 2 351 0 1 2 362 0 1 2 287 2 1 1 295 2 1 1 310 1 1 2 312 0 1 3 350 2 1 1 363 2 1 1 272 3 1 1 280 0 1 4 283 3 1 1 286 3 1 1 288 3 1 1 292 0 1 4 296 2 1 2 299 0 1 4 303 0 1 4 305 0 1 4 308 1 1 3 311 3 1 1 317 1 1 3 321 1 1 3 324 1 1 3 326 0 1 4 329 1 1 3 332 1 1 3 334 0 1 4 337 1 1 3 339 1 1 3 342 1 1 3 344 0 1 4 347 1 1 3 349 1 1 3 353 0 1 4 356 1 1 3 359 0 1 4 364 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 378] F T 16 F :f :lm h>dn;gUhIC1UE&#F1CoD !$?TgkhN3%goBSnWp&6nc/inkhN3%gqj$oWp&4nc/`kkhP_/#--nBWp&4h#IVYkhN3%h"UjNWp&6Y!5JR9Wp&72!%k57goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 382 :T ([279 0 5 1 285 0 2 1 288 0 2 1 292 0 1 1 294 0 3 1 300 0 2 1 303 0 1 1 305 0 2 1 308 0 2 1 311 0 2 1 318 0 2 1 322 0 2 1 326 0 2 1 329 0 2 1 332 0 2 1 335 0 2 1 340 0 2 1 344 0 2 1 347 0 2 1 350 0 2 1 353 0 2 1 356 0 2 1 360 0 5 1 313 1 1 1 310 1 1 2 311 2 2 1 334 0 1 3 335 2 1 1 54 3 2 1 59 3 4 1 67 3 4 1 75 3 4 1 83 3 7 1 255 0 1 4 260 3 4 1 268 3 4 1 272 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 382] F T 16 F :f :lm iW'Gh!!%TDbDg@k1N/6,D#!]( !$?TgkhN3%goBSnWp&69 !<)sIWp&69 !<)sIWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 386 :T ([53 0 1 1 256 2 16 1 93 3 1 1 255 2 1 2 272 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 386] F T 16 F :f :lm qZ$U!cN!qe I]DVeWp&6 qZ+e>7]P\-Wp&6cR#CWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 390 :T ([64 2 1 1 66 2 1 1 68 2 1 1 70 2 1 1 72 2 1 1 279 2 1 1 281 2 1 1 298 2 1 1 302 2 1 1 318 2 2 1 49 0 1 4 63 2 1 2 67 2 1 2 71 2 1 2 77 2 1 2 94 0 1 4 255 0 1 4 272 0 1 4 280 2 1 2 303 2 1 2 317 3 1 1 321 3 1 1 388 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 390] F T 16 F :f :lm qZ$U]r;Zg!mJm=i!!%Q8 !!"*fWp&6bcgoBSnWp&6bcgoBSnWp&6^L$q#CC: I]DVeWp&6p](AqkhPq5#cd+DWp&6bcgoBSnWp&6p])qHkhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 394 :T ([63 0 1 1 67 0 1 1 71 0 1 1 74 0 1 1 78 0 2 1 284 0 2 1 289 0 1 1 291 0 1 1 293 0 1 1 297 0 1 1 301 0 2 1 308 0 2 1 312 0 2 1 316 0 1 1 318 0 1 1 320 0 1 1 322 0 1 1 325 0 1 1 328 0 1 1 331 0 3 1 336 0 1 1 341 0 1 1 347 0 2 1 351 0 2 1 356 0 2 1 359 0 2 1 364 0 2 1 369 0 2 1 374 0 2 1 379 0 1 1 383 0 2 1 387 0 1 1 389 0 1 1 392 0 2 1 49 0 1 2 75 0 1 2 94 0 1 2 295 0 1 2 307 0 1 2 324 0 1 2 330 0 1 2 338 0 1 2 342 0 1 2 380 0 1 2 391 0 1 2 64 0 1 3 66 1 1 2 68 1 1 2 70 0 1 3 74 2 1 1 288 1 1 2 290 0 1 3 308 2 1 1 327 0 1 3 333 2 1 1 341 2 1 1 379 2 1 1 392 2 1 1 65 3 1 1 69 3 1 1 73 1 1 3 77 0 1 4 80 1 1 3 255 0 1 4 272 0 1 4 280 0 1 4 283 0 1 4 286 1 1 3 289 3 1 1 294 1 1 3 298 0 1 4 300 1 1 3 303 0 1 4 309 2 1 2 311 1 1 3 314 1 1 3 317 0 1 4 321 0 1 4 325 2 1 2 326 3 1 1 328 3 1 1 329 2 1 2 332 3 1 1 334 1 1 3 337 1 1 3 340 1 1 3 346 1 1 3 350 1 1 3 353 1 1 3 355 0 1 4 358 1 1 3 361 1 1 3 363 0 1 4 366 1 1 3 368 1 1 3 371 1 1 3 373 0 1 4 376 1 1 3 378 1 1 3 382 0 1 4 385 1 1 3 388 0 1 4 393 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 394] F T 16 F :f :lm qZ$db!L#GB!q$%$!<<+MS98HacL&9A)4d:1)kFe@ !!"*fWp&6$!!91agmeB:!!TCdgoBSn_>jY;khP;#!ikJ>p]/nG;QAs9Wp&6cR#CWp&69 !<)sIWp&6jo>I_khOto!ikJ>lN$VY!ikJ>p](AqkhMa0huI&_khN3%goBSnWp&6p](DrkhH1'!!TCdgoBSnh#IMVkhPq5!ikJ>li7*ekhPP*oDf&pkhN3%h"UjNWp&63!9O7_Wp&72!)oo]goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 398 :T ([65 0 1 1 69 0 1 1 74 0 2 1 77 0 3 1 279 0 3 1 283 0 2 1 286 0 2 1 289 0 2 1 293 0 3 1 298 0 1 1 301 0 2 1 304 0 1 1 307 0 3 1 312 0 2 1 316 0 3 1 322 0 2 1 326 0 1 1 328 0 1 1 332 0 3 1 336 0 3 1 341 0 2 1 347 0 2 1 351 0 2 1 355 0 2 1 358 0 2 1 361 0 2 1 364 0 2 1 369 0 2 1 373 0 2 1 376 0 2 1 379 0 2 1 382 0 2 1 385 0 2 1 389 0 5 1 291 1 1 1 288 1 1 2 289 2 2 1 363 0 1 3 364 2 1 1 49 2 1 2 94 2 1 2 255 0 1 4 256 3 16 1 272 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 398] F T 16 F :f :lm q#CF`2s^MW!<<+NgLhk'c8(FB)4Q"cgLn=u !!"*fWp&6f`9Y);l]':Wp&6 qZ-Tq.B;UeWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 402 :T ([49 0 1 2 94 0 1 2 60 3 3 1 255 3 3 1 262 3 1 1 267 3 4 1 279 3 3 1 298 3 1 1 302 3 2 1 310 3 1 1 337 3 4 1 370 3 2 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 402] F T 16 F :f :lm qZ$U]r;Zg!e,TIj I]DVeWp&6bcgoBSnWp&69 !;HNtWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 406 :T ([62 0 1 1 262 0 1 1 310 0 1 1 59 0 1 2 65 1 1 1 68 1 1 1 73 1 1 1 76 1 1 1 78 1 1 1 81 1 1 1 271 0 1 2 284 1 2 1 289 1 1 1 291 1 1 1 293 1 1 1 297 1 1 1 301 1 2 1 316 1 2 1 320 1 2 1 324 1 1 1 328 1 2 1 332 1 2 1 341 0 1 2 343 1 1 1 348 1 2 1 352 1 1 1 354 1 1 1 357 1 2 1 362 1 2 1 366 1 2 1 60 1 1 2 61 2 1 1 66 1 1 2 70 1 1 2 72 1 1 2 79 1 1 2 83 1 1 2 269 2 2 1 295 1 1 2 325 1 1 2 327 1 1 2 331 1 1 2 339 2 2 1 345 1 1 2 49 2 1 2 62 3 1 1 64 2 1 2 65 3 1 1 69 2 1 2 73 3 1 1 75 1 1 3 77 2 1 2 78 3 1 1 82 2 1 2 94 2 1 2 256 0 1 4 260 3 1 1 261 0 1 4 262 3 1 1 263 0 1 4 264 3 1 1 268 0 1 4 280 0 1 4 283 1 1 3 286 2 1 2 288 2 1 2 290 1 1 3 294 2 1 2 298 1 1 3 300 2 1 2 303 0 1 4 308 3 1 1 309 0 1 4 310 3 1 1 311 0 1 4 312 3 1 1 315 2 1 2 319 2 1 2 323 2 1 2 324 3 1 1 328 3 2 1 332 3 2 1 338 0 1 4 344 2 1 2 347 2 1 2 350 2 1 2 353 0 1 4 356 2 1 2 359 2 1 2 361 2 1 2 365 2 1 2 368 2 1 2 371 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 406] F T 16 F :f :lm q>^L.kl:pC#loJU!=/T("=*t4!"el) !$?TgkhN3%goBSnWp&6bcgoBSnWp&6p]);6khN3%goBSnWp&6p](AqkhPM)!ikJ>p](]%khN3%goBSnWp&75!;c`tWp&6W!!91agu\STWp&6p](AqkhPD&!ikJ>q#D?6Wp&6bcgoBSnWp&6p](AqkhPh2!ikJ>kl:mekhN3%h"UjTWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 410 :T ([62 0 1 1 64 0 1 1 73 0 1 1 77 0 1 1 300 0 1 1 303 0 1 1 315 0 1 1 319 0 1 1 323 0 1 1 347 0 1 1 350 0 1 1 353 0 1 1 356 0 1 1 359 0 1 1 361 0 1 1 365 0 1 1 368 0 1 1 59 0 1 2 60 1 2 1 65 1 2 1 68 1 1 1 69 0 1 2 70 1 1 1 74 0 1 2 78 1 2 1 81 1 1 1 82 0 1 2 83 1 1 1 255 1 1 1 256 0 1 2 257 1 1 1 259 1 1 1 260 0 1 2 261 1 1 1 263 1 1 1 264 0 1 2 265 1 1 1 267 1 1 1 268 0 1 2 269 1 1 1 279 1 1 1 280 0 1 2 281 1 1 1 283 0 1 2 284 1 1 1 286 0 1 2 287 1 1 1 289 0 1 2 290 1 1 1 293 1 1 1 294 0 1 2 295 1 1 1 298 0 1 2 301 1 2 1 304 1 1 1 307 1 1 1 308 0 1 2 309 1 1 1 311 1 1 1 312 0 1 2 313 1 1 1 316 1 2 1 320 1 2 1 324 1 2 1 327 1 2 1 329 0 1 2 331 1 2 1 333 0 1 2 337 1 1 1 338 0 1 2 339 1 1 1 343 1 1 1 344 0 1 2 345 1 1 1 348 1 2 1 354 1 2 1 357 1 2 1 362 1 2 1 366 1 2 1 370 1 1 1 371 0 1 2 372 1 1 1 291 2 1 1 49 0 1 4 94 0 1 4 288 2 1 2 289 3 2 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 410] F T 16 F :f :lm qZ$db&qjdli73hkhN3%h"^ph!358p](AqkhPq5!ikJ>p])54khN3%goBSnWp&6p](AqkhPq5#cd+DWp&6p](JtkhN3%h"q*N!!oUggoBSnWp&6W!!91agu\SOWp&6bcgoBSnWp&6kl:dbkhPq5!ikJ>l2VY$Wp&6bcgoBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 414 :T ([49 0 1 1 94 0 1 1 50 1 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 414] F T 16 F :f :lm qZ$U]r;Zg!e,TIj I]DVeWp&6bcgoBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 418 :T ([90 0 1 1 54 1 6 1 64 1 3 1 72 1 4 1 80 1 4 1 87 1 3 1 255 1 1 1 257 1 1 1 261 1 3 1 266 1 1 1 268 1 2 1 279 1 1 1 281 1 1 1 298 1 1 1 302 1 1 1 309 1 3 1 337 1 1 1 343 1 1 1 345 1 2 1 376 1 1 1 260 1 1 2 264 1 1 2 308 1 1 2 312 1 1 2 67 1 1 3 256 1 1 3 259 2 1 2 267 1 1 3 270 2 1 2 280 1 1 3 283 3 3 1 289 3 3 1 293 3 1 1 295 3 1 1 297 3 2 1 301 3 2 1 303 1 1 3 307 2 1 2 315 3 2 1 319 3 3 1 324 3 1 1 325 2 1 2 326 3 1 1 328 3 1 1 330 3 1 1 333 3 2 1 338 1 1 3 344 1 1 3 347 2 1 2 349 3 1 1 351 3 1 1 354 3 2 1 358 3 1 1 359 2 1 2 360 3 1 1 363 3 2 1 368 3 2 1 372 3 2 1 377 1 1 3 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 418] F T 16 F :f :lm p&G(8e,TIj I]DVeWp&6Wp&6bcgoBSnWp&67khN3%goBSnWp&6iW/?G!ikJ>p](f(khN3%goBSnWp&6p](T"khN3%goBSn]Dr#5khPD&!ikJ>p](Q!khN3%goBRbgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 422 :T ([67 0 1 1 268 0 2 1 295 0 1 1 330 0 1 1 345 0 2 1 351 0 1 1 288 0 1 2 290 0 1 2 259 0 1 3 264 2 1 1 300 0 1 3 303 0 1 3 307 0 1 3 312 2 1 1 314 0 1 3 317 0 1 3 325 0 1 3 332 0 1 3 335 0 1 3 353 0 1 3 356 0 1 3 359 0 1 3 362 0 1 3 365 0 1 3 367 0 1 3 371 0 1 3 374 0 1 3 25 3 2 1 28 3 3 1 32 3 3 1 39 3 1 1 53 1 2 3 255 3 1 1 256 0 1 4 257 3 1 1 260 2 1 2 261 3 3 1 266 3 1 1 267 0 1 4 268 3 1 1 279 3 1 1 280 0 1 4 281 3 1 1 283 0 1 4 284 3 1 1 286 0 1 4 287 3 1 1 289 2 1 2 290 3 1 1 293 3 1 1 294 0 1 4 295 3 1 1 298 0 1 4 301 3 2 1 304 3 1 1 308 2 1 2 309 3 3 1 315 3 2 1 319 0 1 4 320 3 1 1 322 0 1 4 323 3 1 1 326 3 3 1 329 0 1 4 330 3 1 1 333 3 2 1 337 3 1 1 338 0 1 4 339 3 1 1 343 3 1 1 344 0 1 4 345 3 1 1 349 3 1 1 350 0 1 4 351 3 1 1 354 3 2 1 360 3 2 1 363 3 2 1 368 3 2 1 372 3 2 1 376 3 1 1 377 0 1 4 378 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 422] F T 16 F :f :lm q#CC+l2V?V)uu.s.1ddNBcuG-,n`K< !!"*fWp&6jo>XdkhN3%goBRbgoBSnWp&69rW)9b!ikJ>p](]%khN3%goBSnWp&6i!!91agti#;!358jo>RbkhN3%gjQ3dgoBSnWp&69 %ADOeod :j :imsv $m currentmatrix pop 51 426 :T ([291 0 1 1 25 0 1 2 29 0 1 2 33 0 1 2 36 1 1 1 40 1 2 1 288 0 1 2 289 1 2 1 37 1 1 2 53 0 2 3 71 2 1 1 73 2 1 1 75 2 1 1 77 2 1 1 79 2 1 1 81 2 1 1 83 2 1 1 85 2 1 1 87 2 1 1 89 2 1 1 91 2 1 1 93 2 1 1 95 2 1 1 97 2 1 1 99 2 1 1 134 2 1 1 26 1 1 3 28 2 1 2 30 2 1 2 32 1 1 3 35 2 1 2 36 3 1 1 39 0 1 4 42 2 1 2 67 1 1 3 70 2 1 2 74 2 1 2 78 2 1 2 80 2 1 2 84 2 1 2 88 2 1 2 90 2 1 2 94 2 1 2 98 2 1 2 117 3 1 1 135 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 426] F T 16 F :f :lm rW!$g5l_,M!!&,J !!"*2Wp&6p](T"khN3%goBSnp](;o+6_L[khN3%goBSnWp&6]rW!k:khN3%goBSnWp&6YWp&6cR#CWp&6nc/clkhH16!!91ah!tFHWp&75!!91ah"Uk&Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 430 :T ([35 0 1 1 42 0 1 1 67 0 1 1 70 0 1 1 74 0 1 1 78 0 1 1 80 0 1 1 84 0 1 1 88 0 1 1 90 0 1 1 94 0 1 1 98 0 1 1 103 0 2 1 107 0 1 1 112 0 2 1 116 0 1 1 118 0 1 1 121 0 2 1 126 0 2 1 130 0 2 1 139 0 2 1 27 0 1 2 31 0 1 2 36 1 2 1 39 0 1 2 40 1 2 1 109 0 1 2 138 0 1 2 16 2 1 1 71 0 1 3 73 1 1 2 75 1 1 2 77 0 1 3 81 0 1 3 83 1 1 2 85 1 1 2 87 0 1 3 91 0 1 3 93 1 1 2 95 1 1 2 97 0 1 3 139 2 1 1 279 2 1 1 281 2 2 1 318 2 1 1 320 2 2 1 335 2 2 1 338 2 1 1 340 2 1 1 352 2 1 1 354 2 1 1 356 2 2 1 361 2 1 1 363 2 2 1 367 2 1 1 396 2 2 1 17 2 1 2 51 3 1 1 72 3 1 1 76 3 1 1 82 3 1 1 86 3 1 1 92 3 1 1 96 3 1 1 102 0 1 4 105 1 1 3 108 1 1 3 111 1 1 3 114 1 1 3 117 0 1 4 120 1 1 3 123 1 1 3 125 1 1 3 129 1 1 3 132 1 1 3 135 0 1 4 140 2 1 2 254 3 5 1 280 2 1 2 283 3 1 1 319 2 1 2 322 3 1 1 334 3 1 1 341 2 1 2 351 3 1 1 355 2 1 2 358 3 1 1 362 2 1 2 365 3 1 1 368 3 1 1 374 3 1 1 395 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 430] F T 16 F :f :lm rW!E?&Kh&R'.1i,A!G8K0f[ke !$=q8khN3%goBSnWp&6rW)9b!ikJ>kl=DWkhN3%goBSnWp&6@hp,a:kCg&M*p 9rdF4Wp&6I_khPb0oDermkhP;#"fgeAWp&6E!!91agt_s2Wp&6I_khPn4n,NNikhP;#"fgeAWp&6I!;um!Wp&7#!!91ah":Y@Wp&66 !;-=OWp&6mf3EhkhP;##cd+DWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 434 :T ([15 0 2 1 20 0 2 1 25 0 2 1 34 0 2 1 37 0 2 1 42 0 1 1 46 0 2 1 50 0 1 1 52 0 1 1 72 0 1 1 76 0 1 1 82 0 1 1 86 0 1 1 92 0 1 1 96 0 1 1 103 0 2 1 107 0 3 1 112 0 2 1 118 0 2 1 121 0 2 1 126 0 2 1 130 0 2 1 134 0 3 1 138 0 3 1 254 0 4 1 283 0 1 1 287 0 1 1 291 0 2 1 295 0 2 1 304 0 1 1 309 0 2 1 313 0 1 1 322 0 1 1 324 0 1 1 329 0 2 1 333 0 1 1 335 0 1 1 337 0 1 1 345 0 1 1 351 0 1 1 358 0 1 1 365 0 1 1 368 0 1 1 373 0 1 1 375 0 1 1 377 0 1 1 381 0 2 1 386 0 2 1 391 0 2 1 394 0 1 1 396 0 1 1 399 0 1 1 402 0 1 1 43 0 1 2 281 1 1 1 288 0 1 2 290 0 1 2 306 0 1 2 314 0 1 2 320 1 2 1 326 0 1 2 346 0 1 2 356 1 1 1 363 1 2 1 379 0 1 2 390 0 1 2 400 0 1 2 404 0 1 2 42 2 1 1 102 0 1 3 103 2 1 1 270 2 1 1 282 1 1 2 287 2 1 1 291 2 1 1 313 2 1 1 345 2 1 1 357 1 1 2 382 2 1 1 391 2 1 1 399 2 1 1 14 1 1 3 17 0 1 4 19 1 1 3 22 1 1 3 24 1 1 3 28 0 1 4 31 0 1 4 33 0 1 4 36 1 1 3 39 1 1 3 41 1 1 3 45 0 1 4 48 1 1 3 51 0 1 4 53 1 2 3 67 1 1 3 239 2 19 2 258 0 5 4 263 1 4 3 267 2 3 2 280 0 1 4 283 3 1 1 286 1 1 3 292 2 1 2 294 1 1 3 297 1 1 3 299 0 1 4 302 0 1 4 305 1 1 3 308 1 1 3 312 1 1 3 319 0 1 4 325 1 1 3 328 1 1 3 331 1 1 3 334 0 1 4 338 0 1 4 341 0 1 4 344 1 1 3 350 1 1 3 355 0 1 4 358 3 1 1 362 0 1 4 369 1 1 3 374 0 1 4 378 1 1 3 381 3 1 1 383 1 1 3 385 0 1 4 388 1 1 3 392 2 1 2 395 0 1 4 398 1 1 3 403 1 1 3 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 434] F T 16 F :f :lm &HDjUBm)Ep!!%g!#_SYb@l(Xe!##J6!!&.lP,;Y;B4PE`,_oEA\Z#B* !$c2^M;khN3%goBSnWp&6gu&/TWp&6h#IMVkhQ"7k5YR`khPq5"fgeAWp&7/!!TCdgoBSnnc/inkhN3%h"UjQWp&6o`,#mkQ'Du!!TCdgoBSnh#K:3khN3%goBSnWp&6eH"/#*NJ>YWp&6kQ'H>!ikJ>o`,8tkhN3%goBSnp](T"khN3%goBSnh#IMVkhPq5li73hkhN3%h"UjQWp&6YWp&6[ekhN3%goBSnli>iA!ikJ>p](]%khN3%goBSnWp&75!!oUggoBSnWp&6o!!91ah"^so`4+S!ikJ>jo>RbkhN3%h"Uk+Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 438 :T ([15 0 2 1 18 0 1 1 20 0 2 1 25 0 2 1 29 0 2 1 32 0 3 1 36 0 2 1 39 0 2 1 42 0 2 1 45 0 2 1 48 0 2 1 52 0 1 1 67 0 1 1 267 0 4 1 279 0 3 1 283 0 2 1 287 0 2 1 290 0 3 1 295 0 2 1 300 0 2 1 303 0 4 1 309 0 2 1 313 0 2 1 318 0 3 1 324 0 3 1 329 0 2 1 333 0 3 1 338 0 1 1 340 0 3 1 345 0 2 1 354 0 3 1 358 0 2 1 361 0 3 1 375 0 5 1 381 0 3 1 385 0 2 1 388 0 5 1 394 0 3 1 399 0 2 1 402 0 3 1 263 0 4 2 351 0 1 2 368 0 1 2 53 0 2 3 259 1 3 2 262 0 1 3 352 2 1 1 367 2 1 1 25 3 19 1 72 3 1 1 74 3 3 1 78 3 3 1 82 3 5 1 88 3 5 1 94 3 4 1 105 3 5 1 111 3 5 1 117 3 4 1 143 3 1 1 254 2 4 2 258 1 1 3 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 438] F T 16 F :f :lm #QOn,B'm%P!"eDq&d/+6ft!+)@ub1S@68FZpM[UPqZ$U< .B;UeWp&6c2[pGkhP_/!ikJ>blI#/"fgeAWp&6f!!TCdgoBSnp](]%khN3%goBSnWp&7&!4`(eWp&69khP(r=K:T?Wp&6p!!.TNp&G(7 I]DVeWp&69rW!59^AG]opOE5EoDemoi9:4A +%N?pgoBSnWp&6]p]+$gkhN3%goBSnWp&63Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 442 :T ([82 0 1 1 86 0 1 1 88 0 1 1 92 0 1 1 109 0 1 1 111 0 1 1 115 0 1 1 71 0 1 2 98 0 1 2 121 0 1 2 129 1 1 1 132 1 1 1 134 1 1 1 137 1 2 1 144 0 1 2 24 2 1 1 25 0 1 3 26 2 15 1 76 2 3 1 96 2 2 1 107 2 2 1 119 2 2 1 130 1 1 2 23 2 1 2 41 2 1 2 43 0 1 4 67 1 1 3 70 2 1 2 75 0 1 4 79 0 1 4 84 0 1 4 90 0 1 4 95 0 1 4 106 0 1 4 113 0 1 4 118 0 1 4 128 2 1 2 129 3 1 1 133 0 1 4 136 2 1 2 145 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 442] F T 16 F :f :lm rW!Ho!"],1!>-f\+=0oN"92@"?u3 !$=_2khN3%goBSnWp&6p](AqkhPq5!ikJ>p](MukhN3%g]7-M#cd+DWp&6p](JtkhN3%h"UjTWp&6mf3s"khN3%goBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 446 :T ([67 0 1 1 70 0 1 1 128 0 1 1 133 0 1 1 136 0 1 1 145 0 1 1 21 1 2 1 23 0 1 2 24 1 14 1 74 1 1 1 75 0 1 2 76 1 1 1 78 1 1 1 79 0 1 2 80 1 1 1 83 1 1 1 84 0 1 2 85 1 1 1 89 1 1 1 90 0 1 2 91 1 1 1 94 1 1 1 95 0 1 2 96 1 1 1 105 1 1 1 106 0 1 2 107 1 1 1 112 1 1 1 113 0 1 2 114 1 1 1 117 1 1 1 118 0 1 2 119 1 1 1 129 1 2 1 134 1 2 1 137 1 2 1 141 1 1 1 254 0 4 2 280 1 2 1 290 1 1 1 293 1 1 1 296 1 1 1 299 1 1 1 301 1 1 1 71 1 1 2 144 1 1 2 258 0 1 3 259 1 1 2 291 1 1 2 295 1 1 2 300 1 1 2 18 3 2 1 20 1 1 3 21 3 15 1 38 1 1 3 41 0 1 4 43 0 1 4 53 1 2 3 72 3 1 1 101 1 1 3 124 1 1 3 143 3 1 1 239 3 2 1 246 3 2 1 253 3 2 1 260 1 3 3 263 2 4 2 267 3 4 1 279 2 1 2 282 1 1 3 284 1 1 3 287 1 1 3 289 2 1 2 290 3 1 1 294 2 1 2 297 1 1 3 299 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 446] F T 16 F :f :lm &c_n4!!#gq!"okL+TNWO!/,kfo`,!pi9:4A +$lpjgoBSnWp&6bcgoBSnWp&6gu&/QWp&6bcgoBSnWp&6YWp&6bcgoBSnWp&6oDnRbEN86XWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 450 :T ([238 0 3 1 245 0 3 1 252 0 3 1 259 0 3 1 279 0 1 1 284 0 1 1 287 0 1 1 289 0 1 1 299 0 1 1 267 0 3 2 270 1 1 1 280 1 2 1 285 1 2 1 288 1 1 1 290 1 2 1 293 1 1 1 294 0 1 2 295 1 1 1 298 0 1 2 20 2 10 1 53 0 2 3 263 1 3 2 266 0 1 3 18 0 1 4 35 0 1 4 38 0 1 4 41 0 1 4 43 0 1 4 67 1 1 3 254 3 4 1 258 2 4 2 262 1 1 3 281 3 1 1 282 0 1 4 283 3 1 1 297 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 450] F T 16 F :f :lm "onWG!"r*4lMq1mLCP:d!@^>hmJm5/ 190QnWp&6bcgoBSnWp&6Wp&6r!%+`0goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 454 :T ([67 0 1 1 254 0 5 1 23 1 10 1 18 0 1 4 23 3 10 1 35 0 1 4 38 0 1 4 41 0 1 4 43 0 1 4 52 2 1 2 56 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 454] F T 16 F :f :lm #QOiI!"r*.!"eGr!<_9E !!")rWp&6 p]0seE2r-WWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 458 :T ([23 1 10 1 280 1 1 1 282 1 1 1 284 1 1 1 286 1 1 1 288 1 1 1 302 1 1 1 365 1 2 1 18 0 1 4 35 0 1 4 38 0 1 4 41 0 1 4 43 0 1 4 53 0 1 4 54 1 1 3 55 0 1 4 67 1 1 3 254 2 5 2 259 3 4 1 279 1 1 3 280 3 1 1 283 1 1 3 286 3 1 1 287 1 1 3 290 3 2 1 293 1 1 3 294 3 2 1 301 3 2 1 303 1 1 3 306 3 2 1 311 3 2 1 314 3 1 1 317 3 1 1 319 3 3 1 323 3 2 1 328 3 2 1 331 3 3 1 336 3 1 1 337 2 1 2 338 3 1 1 342 3 1 1 343 2 1 2 344 3 1 1 346 3 1 1 348 3 1 1 350 3 2 1 354 3 3 1 359 3 3 1 363 3 1 1 364 2 1 2 365 3 1 1 368 3 2 1 371 3 1 1 373 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 458] F T 16 F :f :lm "onWG!"r*3cN!qe 190QnWp&6khN3%goBSnWp&6L o`-kLkhN3%goBSnWp&6cR#CWp&6"fgeAWp&75!&^e?goBSnWp&6L kl<04khN3%goBSnWp&6d/X6JkhOkl!NP>`gm\9XWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 462 :T ([67 0 1 1 258 0 4 1 291 0 1 1 329 0 1 1 348 0 1 1 359 0 1 1 369 0 1 1 373 0 1 1 53 0 1 2 109 1 1 1 111 1 2 1 262 0 1 2 270 1 1 1 280 0 1 2 282 0 1 2 284 0 1 2 286 0 1 2 290 1 1 1 328 1 1 1 351 1 1 1 360 1 1 1 368 1 1 1 23 2 10 1 42 2 1 1 43 0 1 3 54 0 1 3 151 2 12 1 239 1 6 2 251 1 6 2 289 0 1 3 296 0 1 3 300 0 1 3 303 0 1 3 305 0 1 3 308 0 1 3 310 0 1 3 314 0 1 3 317 0 1 3 327 0 1 3 337 0 1 3 343 0 1 3 367 0 1 3 18 0 1 4 35 0 1 4 38 0 1 4 41 0 1 4 110 1 1 3 113 2 1 2 117 3 2 1 120 3 3 1 125 3 2 1 129 3 1 1 132 3 1 1 134 3 1 1 136 3 1 1 139 3 2 1 143 3 2 1 150 2 1 2 163 2 1 2 262 3 1 1 263 0 4 4 267 1 3 3 270 3 1 1 281 2 1 2 285 2 1 2 290 3 2 1 293 0 1 4 294 3 2 1 301 3 2 1 304 3 1 1 306 3 2 1 311 3 2 1 315 3 2 1 318 3 1 1 319 0 1 4 320 3 1 1 322 0 1 4 323 3 1 1 325 0 1 4 326 3 1 1 328 3 2 1 331 0 1 4 332 3 1 1 334 0 1 4 335 3 1 1 338 3 2 1 344 3 3 1 347 0 1 4 348 3 1 1 350 2 1 2 351 3 1 1 352 0 1 4 354 0 1 4 355 3 1 1 357 0 1 4 358 3 3 1 361 1 1 3 363 3 1 1 364 0 1 4 365 3 1 1 368 3 2 1 371 3 1 1 372 0 1 4 373 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 462] F T 16 F :f :lm #QOiI!"r*4!"eDq%R8kOW`4gI,pcGT(o7O4pAb18 190QnWp&6gu&/TWp&6o`,&nkhP1u"fgeAWp&6o!"u`;ft>khPq5(TQ]SWp&6goBSnWp&6d/X6JkhP;#!NP>fgoBSnWp&75!!91agtD`0Wp&7#!!TCdgoBSnp])#.khN3%goBSnWp&6I_khN'9rW!,%khN3%gn=]_Wp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 466 :T ([23 0 10 1 39 0 3 1 111 0 1 1 118 0 1 1 120 0 1 1 136 0 1 1 144 0 1 1 152 0 10 1 263 0 4 1 112 0 1 2 117 1 1 1 121 1 1 1 143 1 1 1 259 0 4 2 116 0 1 3 124 0 1 3 127 0 1 3 129 0 1 3 132 0 1 3 138 0 1 3 142 0 1 3 152 2 10 1 254 1 4 2 258 0 1 3 18 0 1 4 35 0 1 4 36 3 2 1 38 0 1 4 67 1 1 3 109 3 1 1 110 0 1 4 111 3 1 1 113 2 1 2 114 3 1 1 117 3 2 1 120 3 2 1 122 1 1 3 125 3 2 1 130 3 2 1 133 3 2 1 135 0 1 4 136 3 1 1 139 3 2 1 143 3 2 1 150 0 1 4 163 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 466] F T 16 F :f :lm "TSNGs-(7p!!`U`M+OFns3UH>!C,N- !!")rWp&6qZ,+G!ikJ>nc/rqkhN3%goBSnd/XWp&6r!*?2agoBSnWp&6bcgoBSnWp&6=qkhN3%goBSnWp&6bcgoBSnWp&6bcgoBSnWp&6&H)S6#A3*WR=YDMh#IEs 190QnWp&6!ikJ>c2\-MkhN3%goBSnp])>7khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 470 :T ([67 0 1 1 152 0 10 1 18 0 1 3 19 2 16 1 35 0 1 3 48 2 50 1 101 2 1 1 103 2 2 1 118 2 2 1 121 2 1 1 123 2 1 1 135 2 1 1 137 2 1 1 139 2 2 1 144 2 1 1 146 2 2 1 152 2 10 1 47 2 1 2 98 2 1 2 102 2 1 2 105 3 1 1 117 3 1 1 124 2 1 2 134 3 1 1 138 2 1 2 141 3 1 1 145 2 1 2 148 3 1 1 150 0 1 4 151 3 1 1 163 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 470] F T 16 F :f :lm "98EE!"f,0!"eo*!WrDKh#IEs 190QnWp&6jo?="khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 474 :T ([105 0 1 1 107 0 1 1 112 0 2 1 116 0 1 1 118 0 1 1 120 0 1 1 128 0 1 1 134 0 1 1 141 0 1 1 148 0 1 1 151 0 1 1 103 1 2 1 109 0 1 2 129 0 1 2 139 1 1 1 146 1 2 1 153 1 9 1 128 2 1 1 140 1 1 2 47 0 1 4 98 0 1 4 102 0 1 4 108 1 1 3 111 1 1 3 114 1 1 3 117 0 1 4 121 0 1 4 124 0 1 4 127 1 1 3 133 1 1 3 138 0 1 4 141 3 1 1 145 0 1 4 150 0 1 4 152 1 1 3 153 3 9 1 163 0 1 4 168 3 43 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 474] F T 16 F :f :lm qu?]tqZ$mG<6iS%,YJ+Kh#IEs I]DVeWp&6mf3EhkhP;#)QN#VWp&6p](T"khN3%goBSnh#IMVkhPY-oDf&pkhN3%h"UjQWp&6mK!%_#cd+DWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 478 :T ([101 0 3 1 107 0 3 1 112 0 2 1 116 0 3 1 121 0 1 1 123 0 3 1 128 0 2 1 137 0 3 1 141 0 2 1 144 0 3 1 134 0 1 2 151 0 1 2 152 1 11 1 163 0 1 2 135 2 1 1 150 0 1 3 47 0 1 4 59 3 3 1 78 3 1 1 82 3 2 1 98 0 1 4 168 0 1 4 177 3 3 1 196 3 1 1 200 3 2 1 210 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 478] F T 16 F :f :lm qu?]tqZ$pM*6qg+G2iQ6JGfHJ+QEG% ++:0QgoBSnWp&6o`,o1khN3%goBSnWp&6bW;khN3%goBSnWp&6_,-khN3%goBSnWp&6o`,T(khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 482 :T ([64 1 2 1 69 1 1 1 71 1 1 1 73 1 1 1 77 1 1 1 81 1 2 1 182 1 2 1 187 1 1 1 189 1 1 1 191 1 1 1 195 1 1 1 199 1 2 1 75 1 1 2 193 1 1 2 47 0 1 4 60 0 1 4 63 1 1 3 66 2 1 2 68 2 1 2 70 1 1 3 74 2 1 2 78 1 1 3 80 2 1 2 83 0 1 4 98 0 1 4 103 3 48 1 151 2 2 2 153 3 6 1 168 0 1 4 178 0 1 4 181 1 1 3 184 2 1 2 186 2 1 2 188 1 1 3 192 2 1 2 196 1 1 3 198 2 1 2 201 0 1 4 210 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 482] F T 16 F :f :lm qu?s&!!iQ)&-*jK!!Rlq!!#8,irB'$ I]DVeWp&67khN3%goBSnWp&6Y`goBSnWp&6YWp&6#Q]GUJ0_)95To(e !$?TgkhN3%goBSnWp&6YWp&6khN3%goBSnWp&61(goBSnWp&6nMEim/[(b,HBt_Wp&6p](AqkhPD&&ut0NWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 486 :T ([80 0 1 1 83 0 1 1 103 0 50 1 157 0 3 1 198 0 1 1 201 0 1 1 260 0 10 1 59 1 1 1 60 0 1 2 61 1 1 1 63 0 1 2 64 1 1 1 66 0 1 2 67 1 1 1 69 0 1 2 70 1 1 1 73 1 1 1 74 0 1 2 75 1 1 1 78 0 1 2 81 1 2 1 84 1 1 1 153 0 4 2 177 1 1 1 178 0 1 2 179 1 1 1 181 0 1 2 182 1 1 1 184 0 1 2 185 1 1 1 187 0 1 2 188 1 1 1 191 1 1 1 192 0 1 2 193 1 1 1 196 0 1 2 199 1 2 1 202 1 1 1 71 2 1 1 151 2 2 1 189 2 1 1 265 2 3 1 47 0 1 4 68 2 1 2 69 3 2 1 98 0 1 4 168 0 1 4 186 2 1 2 187 3 2 1 210 0 1 4 259 0 1 4 264 3 1 1 268 3 1 1 270 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 486] F T 16 F :f :lm qu?s&!!snpO8pI#rrrIR,`mmK+T)3?+9(O* !$?TgkhN3%goBSnWp&6YWp&6kl;Wp&6!!iUU!.Y%p!!"/>!!*XOl2Uf+ I]DVeWp&6!!*Xgl2Uf+ I]DVeWp&6Y`goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 490 :T ([99 0 69 1 264 0 1 1 268 0 1 2 236 2 2 1 246 2 1 1 249 2 1 1 252 2 1 1 255 2 1 1 257 2 1 1 267 2 1 1 47 0 1 4 98 0 1 4 168 0 1 4 210 0 1 4 211 3 1 1 235 3 1 1 238 2 1 2 240 2 1 2 243 2 1 2 245 3 1 1 247 2 1 2 250 3 1 1 251 2 1 2 253 2 1 2 256 2 1 2 259 0 1 4 266 3 1 1 270 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 490] F T 16 F :f :lm qu?]tqZ$U\q>UGFr;Zg?qu?a/MWt0A ++:0QgoBSnWp&6nc2@`khN3%goBSnWp&6bW;khN3%goBSnWp&6bW;khN3%goBSnWp&6bcgoBSnWp&6p]*sekhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 494 :T ([52 0 1 1 54 0 2 1 68 0 1 1 73 0 1 1 114 0 1 1 116 0 1 1 126 0 1 1 128 0 2 1 136 0 1 1 138 0 1 1 143 0 3 1 148 0 1 1 150 0 2 1 178 0 2 1 212 0 2 1 246 0 1 1 253 0 1 1 266 0 1 1 121 0 1 2 134 0 2 2 139 0 1 2 142 0 1 2 146 0 1 2 180 0 1 2 214 1 2 1 225 1 1 1 240 0 1 2 243 0 1 2 245 0 1 2 255 0 1 2 337 1 1 1 56 1 1 2 64 2 2 1 72 2 1 1 76 2 2 1 80 2 2 1 85 2 1 1 88 2 1 1 130 1 1 2 152 1 1 2 177 1 1 2 183 2 1 1 186 2 1 1 191 2 1 1 194 2 1 1 196 2 1 1 199 2 1 1 216 2 2 1 226 0 1 3 230 1 1 2 244 2 1 1 246 2 2 1 249 2 1 1 250 0 1 3 251 2 1 1 254 1 1 2 47 0 1 4 53 0 1 4 54 3 2 1 58 2 1 2 61 2 1 2 63 0 1 4 66 3 1 1 69 0 1 4 73 2 1 2 75 2 1 2 79 0 1 4 82 3 1 1 84 3 1 1 86 2 1 2 89 3 1 1 90 2 1 2 98 0 1 4 115 0 1 4 120 1 1 3 122 1 1 3 127 0 1 4 128 3 2 1 133 2 1 2 137 0 1 4 141 1 1 3 149 0 1 4 150 3 2 1 168 0 1 4 178 2 1 2 179 3 1 1 182 3 1 1 184 2 1 2 187 3 1 1 188 2 1 2 190 2 1 2 193 2 1 2 195 3 1 1 197 2 1 2 200 3 1 1 201 2 1 2 210 0 1 4 218 3 2 1 227 1 3 3 231 1 1 3 232 2 3 2 235 0 1 4 236 2 2 2 238 0 1 4 239 3 2 1 241 2 2 2 253 3 1 1 259 0 1 4 266 3 1 1 270 0 1 4 336 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 494] F T 16 F :f :lm qu@<0%fm))!!",A3((UTmf3?<3;rm_/-$e*Q6d(dl2Uf+ I]DVeWp&6YWp&6p](]%khN3%goBSnWp&75!!91ah"UkCWp&6#9s4u&sOUP!r2fr5k=sU ++:0QgoBSnWp&6jo?a.khN3%goBSnWp&6Wp&66 !<)s"Wp&75!#M[!goBSnWp&6:@;"FpK&@B461+M^5@CN9sfq#CDFo)Jb4 I]DVeWp&6p](f(khN3%goBSnWp&6k1JkhN3%goBSnWp&6@$1#64aS17D1X+>=i9hujT8q#CDFo)Jb4 I]DVeWp&6m/ZGP%]\aJWp&6p](AqkhPq5%]\aJWp&6](96TRWp&6L!ikJ> "fgeAWp&75!"5gjgoBSnWp&6p]+'hkhN3%goBSnWp&65TgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 498 :T ([76 0 1 1 85 0 1 1 120 0 3 1 133 0 1 1 183 0 1 1 193 0 1 1 196 0 1 1 220 0 2 1 228 0 2 1 237 0 5 1 253 0 1 1 266 0 1 1 335 0 1 1 58 0 1 2 61 0 1 2 66 0 1 2 84 0 1 2 141 0 1 2 146 1 1 1 180 0 1 2 182 0 1 2 191 0 1 2 195 0 1 2 222 1 2 1 230 0 1 2 348 1 2 1 372 1 1 1 374 1 1 1 391 1 1 1 395 1 1 1 52 2 1 1 53 0 1 3 54 2 1 1 59 2 2 1 62 2 1 1 63 0 1 3 64 2 2 1 68 2 1 1 69 0 1 3 70 2 1 1 73 0 1 3 75 2 2 1 77 0 1 3 79 0 1 3 80 2 1 1 82 0 1 3 83 2 1 1 85 2 2 1 88 2 1 1 89 0 1 3 90 2 1 1 114 2 1 1 115 0 1 3 116 2 1 1 118 2 1 1 119 0 1 3 120 2 1 1 122 2 1 1 123 0 1 3 124 2 1 1 126 2 1 1 127 0 1 3 128 2 1 1 132 1 1 2 136 2 1 1 137 0 1 3 138 2 1 1 142 1 1 2 143 2 3 1 148 2 1 1 149 0 1 3 150 2 1 1 177 1 1 2 178 2 2 1 183 2 2 1 186 2 1 1 187 0 1 3 188 2 1 1 192 1 1 2 196 2 2 1 199 2 1 1 200 0 1 3 201 2 1 1 224 2 2 1 231 0 1 3 334 1 1 2 347 1 1 2 350 1 1 2 47 0 1 4 98 0 1 4 168 0 1 4 210 0 1 4 226 3 2 1 232 0 1 4 233 2 1 2 234 3 1 1 236 2 3 2 259 0 1 4 260 3 10 1 270 0 1 4 333 3 1 1 346 2 1 2 351 2 1 2 353 3 1 1 354 2 1 2 355 3 1 1 357 1 1 3 358 3 2 1 363 3 2 1 366 3 1 1 368 3 1 1 373 1 1 3 376 3 3 1 382 3 3 1 386 3 1 1 388 3 1 1 390 3 2 1 394 3 2 1 396 1 1 3 401 3 2 1 405 3 1 1 407 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 498] F T 16 F :f :lm qu@];"=5^Krnc/Y3 I]DVeWp&6kl:dbkhPq5(96TRWp&6_50khN3%goBSnWp&6 "fgeAWp&75!"5gjgoBSnWp&6p]+'hkhN3%goBSnWp&6,QgoBSnWp&6!.[ZROFSGU"+U@O&-D\.#QauI"98o3!>tY5 !$?TgkhN3%goBSnWp&6p](AqkhPq5"fgeAWp&75!!TCdgoBSnp](AqkhPh2!ikJ>mf5)BkhN3%goBSnWp&6"EWp&6_G6khN3%goBSnWp&6o`.R`khN3%goBSnWp&6p](AqkhPD&&$"jKWp&6=p])G:khN3%goBSnWp&6^g)!$QP)K]B*mAbuH- ++:0QgoBSnWp&6bW;khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 502 :T ([228 0 2 1 233 0 1 1 364 0 1 1 368 0 1 1 388 0 1 1 407 0 1 1 230 1 2 1 234 0 2 2 241 1 1 1 242 0 1 2 332 0 1 2 363 1 1 1 381 0 1 2 383 0 1 2 232 2 2 1 243 1 1 2 346 0 1 3 351 0 1 3 354 0 1 3 362 0 1 3 393 0 1 3 396 0 1 3 400 0 1 3 403 0 1 3 47 0 1 4 98 0 1 4 168 0 1 4 210 0 1 4 234 3 2 1 236 1 2 3 238 2 1 2 239 3 1 1 247 3 2 1 331 2 1 2 347 2 1 2 348 3 2 1 350 2 1 2 355 3 2 1 357 0 1 4 358 3 1 1 360 0 1 4 361 3 1 1 363 3 2 1 366 3 1 1 367 0 1 4 368 3 1 1 372 3 1 1 373 0 1 4 374 3 1 1 376 0 1 4 377 3 1 1 379 0 1 4 380 3 1 1 382 2 1 2 383 3 1 1 386 3 1 1 387 0 1 4 388 3 1 1 391 0 1 4 394 3 2 1 397 3 1 1 401 3 2 1 405 3 1 1 406 0 1 4 407 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 502] F T 16 F :f :lm qu?]tqZ$U=q#CDFr;ZsC!"bW;khN3%goBSnWp&6nc0&tkhN3%goBSnWp&75!#DTugoBSnWp&6=#QQ"nYlp=(8kl:dbkhP;#/un-jWp&6Y`goBSnWp&6RbkhN3%h"Uj_Wp&6kl:dbkhP;#/un-jWp&6bW;khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 506 :T ([168 0 43 1 237 0 2 1 247 0 3 1 330 0 1 1 384 0 1 1 223 0 2 2 239 1 2 1 381 0 1 2 382 1 2 1 47 0 1 3 48 2 50 1 98 0 1 3 225 0 1 3 226 1 1 2 241 2 2 1 252 2 1 1 329 1 1 2 346 2 1 1 350 2 1 1 352 2 1 1 364 2 1 1 380 2 1 1 395 2 2 1 227 1 1 3 228 2 2 2 230 3 2 1 243 3 2 1 253 2 2 2 328 3 1 1 347 2 2 2 351 2 1 2 376 3 1 1 394 3 1 1 397 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 506] F T 16 F :f :lm qu?]tqZ$U=q#L?m"lKEs"p)O7!!"/>!!*4Qq#CC: I]DVeWp&6Y`goBSnWp&6NjkBkhN3%goBSnWp&6"ZWp&6P]goBSnWp&6"ZWp&6NjkBkhN3%goBSnWp&6goBSnWp&6#,Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 510 :T ([229 0 2 1 245 0 2 1 328 0 1 1 354 0 2 1 359 0 1 1 362 0 2 1 367 0 1 1 369 0 1 1 371 0 2 1 375 0 1 1 377 0 1 1 379 0 1 1 383 0 2 1 388 0 2 1 394 0 1 1 400 0 1 1 403 0 1 1 408 0 1 1 411 0 1 1 413 0 1 1 416 0 1 1 421 0 2 1 231 0 2 2 247 1 2 1 258 0 1 2 349 0 1 2 358 0 1 2 395 0 1 2 396 1 1 1 401 0 1 2 405 0 1 2 407 0 1 2 414 0 1 2 418 0 1 2 420 0 1 2 233 0 1 3 234 1 2 2 249 2 2 1 259 1 1 2 327 1 1 2 355 2 1 1 361 0 1 3 366 1 1 2 368 0 1 3 372 2 1 1 400 2 1 1 410 0 1 3 413 2 1 1 421 2 1 1 236 2 2 2 238 3 2 1 251 3 2 1 263 3 2 1 326 3 1 1 347 0 1 4 350 2 1 2 351 0 1 4 354 3 1 1 356 1 1 3 359 2 1 2 360 3 1 1 364 0 1 4 367 3 1 1 371 3 1 1 373 1 1 3 376 0 1 4 380 0 1 4 382 1 1 3 385 1 1 3 387 0 1 4 390 1 1 3 394 3 1 1 397 2 1 2 399 1 1 3 404 1 1 3 408 2 1 2 409 3 1 1 412 1 1 3 417 1 1 3 422 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 510] F T 16 F :f :lm jT#Dg^]jc]q#CeQ!#7;8g"DlLe[DXZ !!"*fWp&6"ZWp&6Wp&75!,nn$goBSnWp&6.'adQdMGbkhPh2D5ugTWp&6quGUS"fgeAWp&6?!!'$9khN3%goBSnWp&6d/X6JkhPM)!ikJ>q>fIS$``FGWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 514 :T ([238 0 2 1 253 0 2 1 263 0 3 1 326 0 1 1 346 0 3 1 351 0 1 1 354 0 3 1 360 0 1 1 364 0 1 1 367 0 2 1 371 0 3 1 377 0 2 1 380 0 1 1 383 0 2 1 387 0 2 1 390 0 2 1 394 0 3 1 400 0 2 1 403 0 3 1 409 0 1 1 413 0 2 1 416 0 3 1 420 0 3 1 240 0 2 2 255 1 2 1 369 1 1 1 242 1 2 2 257 2 3 1 268 2 1 1 366 1 1 2 367 2 2 1 244 2 2 2 246 3 2 1 255 3 2 1 260 3 2 1 269 1 1 3 270 2 1 2 325 1 1 3 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 514] F T 16 F :f :lm j8];b^]jhTqZ%$+!!##=M4A:L38@!kr;Zg> I]DVeWp&6,pfAWp&6`L!!N6#! h"q*K!$/*'goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 518 :T ([246 0 2 1 255 0 1 1 262 0 2 1 16 1 3 1 33 1 4 1 41 1 4 1 49 1 4 1 57 1 4 1 65 1 4 1 73 1 4 1 81 1 4 1 248 0 2 2 256 0 1 2 264 1 2 1 274 0 2 2 324 0 1 2 387 1 35 1 250 1 2 2 257 0 1 3 258 1 1 2 266 2 2 1 15 2 1 2 19 2 1 2 31 3 1 1 252 2 2 2 254 3 2 1 259 2 2 2 261 3 1 1 268 3 2 1 323 2 1 2 386 1 1 3 422 1 1 3 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 518] F T 16 F :f :lm irB2a_8?7,qu?^&nGiP2 I]DVeWp&6^L[rr2utr;Zg> /?7phWp&6bcgoBSnWp&6!!*Ym!!59-0`(hM&GcA,+T;?@!rW*! +"=5RgoBSnWp&69#:o!!3ZN%/U#)&GcA,+T;?@!rW*! +"=5RgoBSnWp&6nc0&tkhN3%goBSnWp&72!)KWYgoBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 522 :T ([15 0 1 1 19 0 1 1 254 0 2 1 270 0 2 1 16 1 1 1 18 1 1 1 256 0 2 2 272 1 2 1 392 1 2 1 31 0 1 3 240 2 12 1 258 0 1 3 259 1 1 2 274 2 2 1 322 0 1 3 394 1 1 2 16 3 1 1 17 1 1 3 18 3 1 1 86 0 1 4 239 2 1 2 252 2 1 2 253 3 5 1 260 0 3 4 263 1 1 3 264 2 1 2 265 3 2 1 276 3 2 1 321 3 1 1 386 0 1 4 391 2 1 2 392 3 1 1 397 3 2 1 400 3 1 1 402 3 1 1 404 3 2 1 407 3 2 1 410 3 2 1 413 3 1 1 415 3 1 1 422 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 522] F T 16 F :f :lm !rr?5!W)is!posh"7?9g!!"/p])54khN3%goBSnWp&6bcgoBSnWp&6bcgoBSnWp&6bcgoBSnWp&6q>^X@huE`Yr;Zg> /?7phWp&6YWp&6bcgoBSnWp&6p],?7khN3%goBSnWp&6bcgoBSnWp&6bcgoBSnWp&6jo?*qkhN3%goBSnWp&6^Ksmf3Ll!"[E6%/^)*5l(H`+bm,,!rW*! +"XGUgoBSnWp&66!->1(goBSnWp&6bcgoBSnWp&6jtDkhN3%goBSnWp&75!!'$3khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 526 :T ([16 0 1 1 18 0 1 1 43 0 1 1 45 0 2 1 124 0 12 1 241 0 10 1 253 0 5 1 278 0 2 1 290 0 1 1 392 0 2 1 398 0 1 1 402 0 1 1 404 0 1 1 411 0 1 1 415 0 1 1 15 1 1 1 258 0 5 2 268 1 1 1 280 1 2 1 289 0 1 2 291 0 1 2 321 0 1 2 397 1 1 1 407 0 1 2 410 1 1 1 19 1 1 2 47 1 1 2 49 2 1 1 54 2 2 1 59 2 1 1 62 2 1 1 65 2 1 1 67 2 2 1 71 2 1 1 74 2 1 1 125 2 10 1 224 2 1 1 226 2 2 1 231 2 1 1 233 2 2 1 241 2 10 1 263 0 5 3 282 2 3 1 367 2 2 1 394 1 1 2 396 0 1 3 405 1 1 2 409 0 1 3 14 2 1 2 17 0 1 4 20 3 1 1 31 3 1 1 44 0 1 4 45 3 2 1 50 3 1 1 51 2 1 2 53 3 1 1 56 3 1 1 58 2 1 2 61 2 1 2 64 2 1 2 66 2 1 2 70 3 1 1 72 2 1 2 75 3 1 1 76 2 1 2 123 0 1 4 136 0 1 4 225 2 1 2 228 3 1 1 232 2 1 2 235 3 1 1 239 0 1 4 252 0 1 4 285 3 2 1 288 2 1 2 292 2 1 2 320 2 1 2 365 3 2 1 386 0 1 4 391 2 1 2 392 3 2 1 397 3 2 1 400 3 1 1 401 0 1 4 402 3 1 1 406 2 1 2 410 3 2 1 413 3 1 1 414 0 1 4 415 3 1 1 422 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 526] F T 16 F :f :lm "TSP\!!")8!!48BJG&sJ!IsS^X@b%XcUr;Zg> /?7phWp&6^X@/4F"Lr;Zg> .B;UeWp&6Wp&6l!#hm$goBSnWp&6mkgoBSnWp&6 -E?:bWp&6bcgoBSnWp&6mf3EhkhPq5*ieGZWp&6p](]%khN3%goBSnWp&5%Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 530 :T ([13 0 1 1 20 0 1 1 61 0 1 1 67 0 1 1 71 0 1 1 108 0 1 1 110 0 2 1 115 0 1 1 117 0 2 1 125 0 10 1 228 0 1 1 235 0 1 1 241 0 10 1 288 0 1 1 320 0 1 1 362 0 3 1 47 0 1 2 53 0 1 2 56 0 1 2 59 0 1 2 63 0 1 2 70 0 1 2 226 1 1 1 233 1 2 1 289 1 2 1 359 1 3 1 12 1 1 2 21 1 1 2 31 0 1 3 43 2 1 1 44 0 1 3 45 2 2 1 49 2 1 1 50 0 1 3 51 2 1 1 54 2 2 1 60 1 1 2 62 1 1 2 66 2 2 1 68 0 1 3 71 2 2 1 74 2 1 1 75 0 1 3 76 2 1 1 112 1 1 2 119 1 1 2 227 1 1 2 291 2 2 1 357 2 2 1 11 3 1 1 17 0 1 4 22 3 1 1 86 0 1 4 109 0 1 4 110 3 2 1 116 0 1 4 117 3 2 1 123 0 1 4 125 3 10 1 136 0 1 4 225 0 1 4 228 3 1 1 232 0 1 4 239 0 1 4 241 3 10 1 252 0 1 4 287 0 1 4 293 0 1 4 294 3 1 1 319 1 1 3 354 3 3 1 386 0 1 4 422 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 530] F T 16 F :f :lm &HDr)!<cSJ*?k3!1\!$M7@!!<*! !$li7*ekhPq5'<:9OWp&6mf3NkkhN3%h"Ca'!*6,`goBSnWp&6mf3EhkhOhkq#CSukhN3% gf^Z@goBSnWp&6p])#.khN3%goBSnWp&6!W;uu#6"T&+T;?@!rW*! +!@TIgoBSnWp&6=p]*CUkhN3%goBSnWp&67khN3%goBSnWp&6&463n#6Fl*#7_RLJG0$G8:c9SrW!'%"onW(r;ZgWrVup@rVup"r;Zg> *NJ>YWp&6bcgoBSnWp&6p]*CUkhN3%goBSnWp&6p](]%khN3%goBSnWp&6k!;QTuWp&6< khK=@khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 534 :T ([111 0 1 1 224 0 3 1 228 0 2 1 231 0 3 1 295 0 2 1 319 0 1 1 351 0 3 1 125 1 10 1 241 1 10 1 297 1 2 1 349 1 2 1 108 2 1 1 109 0 1 3 110 2 1 1 112 1 1 2 113 2 1 1 115 2 1 1 116 0 1 3 117 2 1 1 299 2 2 1 346 2 3 1 16 3 1 1 17 0 1 4 31 3 1 1 40 3 1 1 42 3 3 1 46 3 3 1 79 3 1 1 85 3 1 1 123 0 1 4 125 3 10 1 136 0 1 4 139 3 50 1 239 0 1 4 241 3 10 1 252 0 1 4 286 0 1 4 294 0 1 4 301 3 2 1 318 1 1 3 343 3 3 1 386 0 1 4 387 3 35 1 422 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 534] F T 16 F :f :lm !WW3cpAb="#S6udpAb<__#Oc?!!E?*J,fWL!!*,9rVup@rVup"r;Zg> 0<46kWp&6bcgoBSnWp&6!!#:Y!!EF\(]JsY!!31Nkl(Pb!Wla0!r`0"#5nN%+T;?@!rW*! +"sYXgoBSnWp&6p](]%khN3%goBSnWp&72!8RWXWp&6!'p8Y":j2u!.abC!W`9,rW!'&!Z1n=rVupXr;Zg?rVup"r;Zg> 0<46kWp&6bcgoBSnWp&6bcgoBSnWp&6AZFtLWp&64!!iW-"on])!!0n6!!#7_rrE&s !!")lWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 538 :T ([16 0 1 1 44 0 1 1 87 0 1 1 303 0 2 1 341 0 2 1 18 0 1 2 39 0 1 2 51 1 1 1 54 1 1 1 56 1 1 1 59 1 2 1 63 1 2 1 66 1 2 1 71 1 2 1 76 1 1 1 80 0 1 2 125 1 10 1 239 0 1 2 240 1 12 1 252 0 1 2 305 1 12 1 318 0 1 2 319 1 22 1 15 1 1 2 31 0 1 3 45 1 1 2 52 1 1 2 58 1 1 2 77 1 1 2 286 0 1 3 294 0 1 3 14 3 1 1 19 2 1 2 38 2 1 2 43 0 1 4 46 3 1 1 47 0 1 4 50 2 1 2 51 3 1 1 55 0 1 4 59 3 2 1 62 2 1 2 67 3 1 1 68 2 1 2 70 1 1 3 73 2 1 2 75 2 1 2 76 3 1 1 81 2 1 2 86 0 1 4 90 3 1 1 113 3 4 1 117 2 4 2 121 3 1 1 123 0 1 4 136 0 1 4 139 0 1 4 188 0 1 4 209 3 4 1 213 2 4 2 217 3 1 1 285 3 1 1 295 3 1 1 317 1 1 3 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 538] F T 16 F :f :lm "onXr!*!"Q$mgoBSnWp&6"FWp&6#85'e(=6<'pQa!sanfOSf(]#QOi0JGK6K!Wi?%"RlBk +"=5RgoBSnWp&6p](DrkhN0=khPq5;l]':Wp&6bcgoBSnWp&6^X$!<<*&n,NG1 -E?:bWp&6p](AqkhPV,"fgeAWp&6o!!TCdgoBSnp](AqkhH6>khPq5!ikJ>p]*CUkhN3%goBSnWp&6Wp&626,lqWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 542 :T ([14 0 1 1 38 0 1 1 46 0 1 1 50 0 1 1 55 0 1 1 62 0 1 1 73 0 1 1 75 0 1 1 81 0 1 1 91 0 1 1 134 0 3 1 42 1 1 1 43 0 1 2 44 1 1 1 47 0 1 2 51 1 2 1 56 1 4 1 60 0 1 2 63 1 2 1 66 0 1 2 67 1 1 1 68 0 1 2 71 1 2 1 76 1 2 1 92 0 1 2 93 1 1 1 317 0 1 2 13 1 1 2 20 0 1 3 39 1 1 2 80 1 1 2 114 0 4 3 118 1 5 2 123 0 11 3 140 2 1 1 144 2 1 1 146 2 1 1 158 2 1 1 174 2 1 1 210 0 4 3 214 1 56 2 394 2 34 1 12 3 1 1 21 3 1 1 31 3 1 1 40 3 1 1 70 0 1 4 71 3 1 1 79 3 1 1 105 1 4 3 109 0 5 4 139 0 1 4 141 2 2 2 145 2 1 2 170 3 1 1 188 0 1 4 201 1 4 3 205 0 5 4 285 0 1 4 295 0 1 4 316 2 1 2 393 2 1 2 428 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 542] F T 16 F :f :lm &HDkh#I_\khN3%goBSnp](;o'Bn5OkhN3%goBSnWp&6!!,(sq7DT9$ikeWs83H+!!3E+J,90Lqu?j#!!!/k !!")cWp&6a8c:AkhPM)"KL\@Wot2QWp&6pkVh4rkhN3%goBSnWp&67khN3%goBSnWp&6bcgoBSnWp&6`khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 546 :T ([12 0 1 1 21 0 1 1 96 0 1 1 109 0 4 1 148 0 2 1 153 0 1 1 156 0 2 1 161 0 1 1 163 0 1 1 165 0 2 1 169 0 1 1 171 0 1 1 173 0 1 1 177 0 2 1 182 0 2 1 205 0 4 1 375 0 5 1 97 0 1 2 113 0 4 2 121 1 1 1 143 0 1 2 152 0 1 2 209 0 4 2 217 1 1 1 367 1 8 1 11 1 1 2 22 1 1 2 31 0 1 3 98 1 1 2 99 2 1 1 117 0 1 3 118 1 1 2 149 2 1 1 155 0 1 3 160 1 1 2 162 0 1 3 166 2 1 1 213 0 1 3 214 1 3 2 359 2 8 1 399 2 2 1 86 0 1 4 103 3 4 1 111 3 4 1 119 1 2 3 121 3 2 1 127 3 4 1 135 3 4 1 139 0 1 4 141 0 1 4 144 2 1 2 145 0 1 4 148 3 1 1 150 1 1 3 153 2 1 2 154 3 1 1 158 0 1 4 161 3 1 1 165 3 1 1 167 1 1 3 170 0 1 4 174 0 1 4 176 1 1 3 179 1 1 3 181 0 1 4 184 1 1 3 188 0 1 4 285 0 1 4 295 0 1 4 316 0 1 4 351 3 8 1 393 0 1 4 398 3 1 1 401 2 1 2 428 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 546] F T 16 F :f :lm !rrT0!W)j.!W^"@qu?^39\sr9B*\JBr:pbcgoBSnWp&6p])#.khN3%goBSnWp&6^X$!<<**qu?j#rVup`rVup(rVup? *NJ>YWp&6bcgoBSnWp&6p]),1khN3%goBSnWp&6190QnWp&6^X$!<<**r;Zj!rr)m#6,3I##lXf( +!%BFgoBSnWp&6190QnWp&6mf3EhkhPh2o`,&nkhOkl!ikJ>p]*FVkhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 550 :T ([34 0 4 1 42 0 4 1 50 0 4 1 58 0 4 1 66 0 4 1 74 0 4 1 82 0 5 1 140 0 3 1 145 0 1 1 148 0 3 1 154 0 1 1 158 0 1 1 161 0 2 1 165 0 3 1 171 0 2 1 174 0 1 1 177 0 2 1 181 0 2 1 184 0 2 1 343 0 8 1 398 0 1 1 404 0 1 1 407 0 1 1 412 0 1 1 415 0 1 1 417 0 1 1 420 0 1 1 163 1 1 1 189 1 96 1 286 1 9 1 296 1 19 1 316 0 1 2 317 1 26 1 399 0 1 2 400 1 1 1 405 0 1 2 409 0 1 2 411 0 1 2 418 0 1 2 422 0 1 2 160 1 1 2 161 2 2 1 404 2 1 1 414 0 1 3 417 2 1 1 139 0 1 4 188 0 1 4 252 3 5 1 285 0 1 4 295 0 1 4 315 1 1 3 393 0 1 4 398 3 1 1 401 2 1 2 403 1 1 3 408 1 1 3 412 2 1 2 413 3 1 1 416 1 1 3 421 1 1 3 428 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 550] F T 16 F :f :lm r;c^W!'^8["s-M`B,YC'p&G@$!<<**!!!'!qu?je%9mQQrVup? @]JYIWp&6iW/lV!ikJ>`;hltkhN3%goBSnWp&6Wp&6B !$?TgkhN3%goBSnWp&6bcgoBSnWp&60<46kWp&6bcgoBSnWp&6YWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 554 :T ([252 0 4 1 398 0 3 1 404 0 2 1 407 0 3 1 413 0 1 1 417 0 2 1 420 0 3 1 103 1 4 1 111 1 4 1 119 1 4 1 127 1 4 1 135 1 4 1 151 1 2 1 256 0 3 2 305 1 10 1 316 1 25 1 99 2 1 1 153 1 1 2 261 1 3 2 268 2 1 1 303 2 2 1 341 2 2 1 97 3 1 1 98 2 1 2 139 0 1 4 150 2 1 2 151 3 1 1 156 3 2 1 159 3 1 1 161 3 1 1 163 3 2 1 166 3 2 1 169 3 2 1 172 3 1 1 174 3 1 1 188 0 1 4 204 3 1 1 205 2 2 2 210 3 1 1 211 2 2 2 216 3 1 1 217 2 2 2 222 3 1 1 223 2 2 2 228 3 1 1 229 2 2 2 234 3 1 1 235 2 2 2 239 3 2 1 241 2 2 2 243 3 4 1 247 2 2 2 249 3 2 1 252 3 1 1 253 2 2 2 258 3 1 1 259 0 2 4 264 1 1 3 265 2 3 2 285 0 1 4 295 0 1 4 301 3 2 1 315 0 1 4 343 3 3 1 393 0 1 4 428 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 554] F T 16 F :f :lm n,NG"qu?^&q>^d3p](9s!<<*2p](FaNPo]?rVup? I]DVeWp&6kl:dbkhPq5!ikJ>l2V+jWp&65m!!!E<'J.M\\#5\B#5lL``#lXf( ++:0QgoBSnWp&6=o`,/qkhN3%h":XNWp&6= o`,/qkhN3%gt_rZWp&6lgoBSnWp&6h":YbWp&6oj,Q/"mPs\9"9A],&-)\2_#+045lL``#lXf( ++:0QgoBSnWp&6r;cNk!ikJ>nc/`kkhP_/!ikJ>nc/`kkhO5Zo`,&nkhP_/!ikJ>mf4o=khN3%goBSnWp&6pkQ]hBkhN3%h":XfWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 558 :T ([96 0 2 1 151 0 2 1 157 0 1 1 161 0 1 1 163 0 1 1 170 0 1 1 174 0 1 1 265 0 4 1 299 0 2 1 346 0 3 1 156 1 1 1 166 0 1 2 169 1 1 1 261 0 4 2 296 1 3 1 349 1 2 1 153 1 1 2 155 0 1 3 164 1 1 2 168 0 1 3 245 2 3 1 257 1 3 2 260 0 1 3 294 2 1 1 351 2 3 1 16 3 3 1 33 3 4 1 41 3 4 1 49 3 4 1 57 3 4 1 65 3 4 1 73 3 4 1 81 3 4 1 92 3 2 1 112 3 3 1 116 3 3 1 120 3 5 1 126 3 5 1 132 3 4 1 139 0 1 4 150 2 1 2 151 3 2 1 156 3 2 1 159 3 1 1 160 0 1 4 161 3 1 1 165 2 1 2 169 3 2 1 172 3 1 1 173 0 1 4 174 3 1 1 188 0 1 4 239 0 1 4 244 3 1 1 248 3 1 1 250 0 1 4 252 2 4 2 256 1 1 3 285 0 1 4 292 3 2 1 295 0 1 4 315 0 1 4 354 3 2 1 393 0 1 4 428 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 558] F T 16 F :f :lm o`,!-r;[$5!L2$0!!rK&$3:,L&,6,-!>keJrVupXqu?^^rVup(rVup? I]DVeWp&6YWp&6mJmIl!358dVWkhPq5(TQ]SWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 562 :T ([91 0 2 1 120 0 1 1 124 0 1 1 126 0 1 1 130 0 1 1 244 0 1 1 289 0 3 1 356 0 3 1 393 0 36 1 90 1 1 1 136 0 1 2 216 1 2 1 226 1 1 1 229 1 1 1 232 1 1 1 235 1 1 1 237 1 1 1 248 0 1 2 287 1 2 1 359 1 3 1 15 0 1 3 19 0 1 3 114 2 3 1 134 2 2 1 139 0 1 3 140 2 48 1 188 0 1 3 227 1 1 2 231 1 1 2 236 1 1 2 247 2 1 1 285 2 1 1 362 2 2 1 16 3 3 1 31 1 1 3 86 2 1 2 113 0 1 4 117 0 1 4 122 0 1 4 128 0 1 4 133 0 1 4 215 2 1 2 218 1 1 3 220 1 1 3 223 1 1 3 225 2 1 2 226 3 1 1 230 2 1 2 233 1 1 3 235 3 1 1 239 0 1 4 246 3 1 1 250 0 1 4 283 3 2 1 286 0 1 4 294 0 1 4 315 0 1 4 364 3 3 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 562] F T 16 F :f :lm !WW64q#CU9!!#EeUlbKS!!rK&!W`S"rW!'&EW?(Nr;Zg-r;ZhIrr2unrVup? .B;UeWp&6huM@/;QAs9Wp&6^^B!!#D0KTQ*3!!rQ("R.f"!20;k"9X5U!"f)/!p])54khN3%goBSnWp&6bcgoBSnWp&6p](JtkhN3%h"UjOWp&6<"R+X@khPq5"fgeAWp&7#!)KWYgoBSnWp&6bcgoBSnWp&6p]*gakhN3%goBSnWp&6VZ=I33i_E!Wp&6!!F2A!!!T.!!!N& !!")lWp&6bcgoBSnWp&6p](JtkhN3%h"UjOWp&6<"R+X@khPq5"fgeAWp&75!+DnkgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 566 :T ([31 0 1 1 87 0 1 1 215 0 1 1 220 0 1 1 223 0 1 1 225 0 1 1 235 0 1 1 246 0 1 1 280 0 3 1 367 0 3 1 383 0 34 1 85 1 1 1 86 0 1 2 112 1 1 1 113 0 1 2 114 1 1 1 116 1 1 1 117 0 1 2 118 1 1 1 121 1 1 1 122 0 1 2 123 1 1 1 127 1 1 1 128 0 1 2 129 1 1 1 132 1 1 1 133 0 1 2 134 1 1 1 216 1 2 1 221 1 2 1 224 1 1 1 226 1 2 1 229 1 1 1 230 0 1 2 231 1 1 1 234 0 1 2 259 0 1 2 266 1 1 1 278 1 2 1 370 1 2 1 16 1 1 2 18 1 1 2 43 2 1 1 45 2 2 1 251 1 7 2 258 0 1 3 264 0 2 3 276 2 2 1 286 0 1 3 294 0 1 3 372 2 2 1 15 3 1 1 17 0 1 4 19 3 1 1 44 2 1 2 47 3 1 1 217 3 1 1 218 0 1 4 219 3 1 1 233 2 1 2 239 0 1 4 246 3 1 1 250 0 1 4 260 0 4 4 273 3 3 1 287 3 1 1 293 3 1 1 315 0 1 4 382 0 1 4 417 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 566] F T 16 F :f :lm !rro`.C[khN3%goBSnWp&6=p](JtkhN3%h"UkZWp&6p](]%khN3%goBSnWp&75!!91ah"UjNWp&4DWp&6guAAZWp&6^L"rW!#fER+:Y%-G#B!'gMA!s/N(!"f#-!AFTR!!#:_ !!")lWp&6irEJekhN3%goBSnWp&6Wp&6khPV,B<(1NWp&6bcgoBSnWp&6mkgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 570 :T ([19 0 1 1 47 0 1 1 49 0 1 1 54 0 2 1 59 0 1 1 62 0 1 1 65 0 1 1 67 0 2 1 71 0 1 1 74 0 1 1 246 0 1 1 262 0 1 1 271 0 2 1 387 0 2 1 14 0 1 2 45 1 2 1 51 0 1 2 58 0 1 2 64 0 1 2 66 0 1 2 72 0 1 2 76 0 1 2 255 0 2 2 260 0 2 2 269 1 2 1 389 0 1 2 13 2 1 1 20 1 1 2 61 0 1 3 67 2 1 1 71 2 1 1 259 1 1 2 267 2 2 1 287 0 1 3 293 0 1 3 386 1 1 2 392 2 1 1 395 2 1 1 400 2 1 1 403 2 1 1 405 2 1 1 408 2 1 1 12 3 1 1 17 0 1 4 21 3 1 1 31 1 1 3 44 0 1 4 47 2 1 2 50 1 1 3 53 1 1 3 56 1 1 3 59 2 1 2 60 3 1 1 62 3 1 1 63 2 1 2 68 2 1 2 70 1 1 3 75 1 1 3 85 3 1 1 86 2 1 2 87 3 1 1 239 0 1 4 240 3 9 1 249 2 1 2 250 0 1 4 251 2 1 2 256 3 1 1 257 2 1 2 258 1 1 3 264 3 3 1 288 3 1 1 292 3 1 1 315 0 1 4 382 0 1 4 387 2 1 2 388 3 1 1 391 3 1 1 393 2 1 2 396 3 1 1 397 2 1 2 399 2 1 2 402 2 1 2 404 3 1 1 406 2 1 2 409 3 1 1 410 2 1 2 417 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 570] F T 16 F :f :lm #lk$'!!!=(2Yj<>!"&`.+cZSR!<`B&&GcA-!Z_1>!'pJ_ !$q#CU!Wp&6^Nt,lRcD5lCZ_ +""#OgoBSnWp&6khP_/!ikJ>a8c:AkhP;#&?=sLWp&6mf5t[khN3%goBSnWp&6^[#0\*V)5lCZ_ +![fLgoBSnWp&6mf40(khN3%goBSnWp&6gqNgjWp&7)!!91ah"Uj`Wp&6h"UkhWp&6L!ikJ>o`,/qkhN3%gqj%!Wp&6p])#.khN3%goBSnWp&6L"fgeAWp&6E!"5gjgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 574 :T ([12 0 1 1 21 0 1 1 31 0 1 1 43 0 4 1 49 0 3 1 54 0 2 1 60 0 1 1 62 0 1 1 66 0 3 1 71 0 2 1 74 0 3 1 88 0 1 1 256 0 2 1 262 0 2 1 288 0 1 1 292 0 1 1 392 0 1 1 402 0 1 1 405 0 1 1 11 1 1 1 22 1 1 1 86 0 1 2 93 1 4 1 243 1 1 1 245 0 1 2 255 0 1 2 260 1 2 1 389 0 1 2 391 0 1 2 400 0 1 2 404 0 1 2 101 2 1 1 244 0 1 3 253 1 1 2 254 0 1 3 258 2 2 1 289 1 1 2 290 2 1 1 291 1 1 2 386 1 1 2 387 2 2 1 392 2 2 1 395 2 1 1 396 0 1 3 397 2 1 1 401 1 1 2 405 2 2 1 408 2 1 1 409 0 1 3 410 2 1 1 17 0 1 4 102 3 3 1 238 3 1 1 239 2 1 2 240 3 1 1 255 3 3 1 265 3 2 1 295 1 1 3 296 2 1 2 315 0 1 4 382 0 1 4 417 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 574] F T 16 F :f :lm $NLH#!<=0^$9>TtJF$j4EH!!A#W!"eu,"Tej`X?]&L !!")`Wp&6p])#.khN3%goBSnWp&6p](`&khN3%goBSnWp&6<0'M)jkhN3%goBSnWp&6^[#,m_RW5lCZ_ +!%BFgoBSnWp&6^SskhPD&"fgeAWp&75!!91ah!>"EWp&6bcgoBSnWp&6bcgoBSnWp&6o`.ggkhN3%goBSnWp&6^SskhP_/!ikJ>kl:dbkhPq5!ikJ>kl;*kkhN3%goBSnWp&75!"Q$mgoBSnWp&6!!#:Z!!*1Pnc0"!J-!Gn!!!%M!"eu,!!<*!!'pJ_ !$ %ADOeod :j :imsv $m currentmatrix pop 51 578 :T ([109 0 3 1 238 0 2 1 253 0 2 1 265 0 3 1 17 0 1 2 40 1 1 1 42 1 1 1 46 1 1 1 48 1 1 1 79 1 1 1 112 1 1 1 251 1 2 1 263 0 2 2 297 0 1 2 16 1 1 2 44 1 1 2 117 2 4 1 232 1 3 2 248 2 3 1 261 1 2 2 296 0 1 3 15 3 1 1 18 2 1 2 31 1 1 3 39 2 1 2 43 1 1 3 45 3 1 1 47 1 1 3 51 3 2 1 54 3 1 1 55 2 1 2 56 3 1 1 58 3 3 1 63 3 2 1 66 3 2 1 70 3 3 1 76 3 2 1 80 2 1 2 86 2 1 2 125 3 2 1 227 3 2 1 246 3 2 1 256 3 2 1 258 2 3 2 295 0 1 4 297 3 1 1 298 2 1 2 316 0 1 4 382 0 1 4 417 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 578] F T 16 F :f :lm !WW3cpAb0unc0"!!!WJn!!!&8!!rE$!!<*!!'pJ_ !$FWp&6bcgoBSnWp&6tq;!!%WM!!*=ToDf!O!8p'?!!<7p!!rE$!!<*!!'pJ_ !$khPq5;l]':Wp&6khPM)=fU]@Wp&6am&khN3%goBSnWp&6QQaZ]'M7!!!5r!!F,=!s&,q!!<70!!rE$!!<*!!'pJ_ !$pkQ'E)!!91agpmCdWp&7)!!K=cgoBQ?goBSnp],*0khN3%goBSnWp&6am&khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 582 :T ([15 0 1 1 31 0 1 1 45 0 1 1 52 0 1 1 58 0 1 1 77 0 1 1 127 0 2 1 227 0 3 1 244 0 2 1 257 0 2 1 299 0 1 1 19 0 1 2 51 1 1 1 59 1 1 1 67 1 1 1 76 1 1 1 86 0 1 2 132 1 4 1 242 1 2 1 254 0 3 2 295 0 1 2 14 1 1 2 38 0 1 3 46 1 1 2 50 0 1 3 55 0 1 3 62 0 1 3 73 0 1 3 75 0 1 3 81 0 1 3 140 2 1 1 221 2 1 1 223 1 1 2 239 2 3 1 252 1 2 2 297 0 1 3 316 0 1 3 382 0 1 3 383 2 34 1 417 0 1 3 13 3 1 1 20 2 1 2 39 3 1 1 42 3 1 1 43 0 1 4 44 3 1 1 47 0 1 4 51 3 2 1 56 3 4 1 60 1 1 3 63 3 2 1 66 2 1 2 67 3 1 1 68 0 1 4 70 0 1 4 71 3 2 1 76 3 2 1 80 3 1 1 141 3 3 1 222 1 1 3 237 3 2 1 247 3 2 1 249 2 3 2 298 3 1 1 317 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 582] F T 16 F :f :lm $31)^Ksr;Zg_r;Zg> .B;UeWp&6p](GskhN3%!8R>LEN86XWp&6'Wp&6am&khN3%goBSnWp&6Y`goBSnWp&6,QgoBSnWp&6^KtrVll5r;Zg> -E?:bWp&6I]DVeWp&6^Ss khLB^khN3%goBSnWp&6mkgoBSnWp&6o`,&nkhO5Z!ikJ>li70gkhN3%Ib^segoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 586 :T ([13 0 1 1 39 0 1 1 80 0 1 1 148 0 3 1 218 0 1 1 235 0 2 1 248 0 2 1 256 0 12 1 21 0 1 2 40 1 1 1 70 0 1 2 71 1 1 1 79 1 1 1 151 1 1 1 216 0 2 2 232 1 3 1 245 0 3 2 298 0 1 2 12 1 1 2 156 2 4 1 230 2 2 1 243 1 2 2 11 3 1 1 22 2 1 2 31 1 1 3 86 2 1 2 164 3 1 1 210 2 3 2 228 3 2 1 238 3 3 1 241 2 2 2 255 0 1 4 257 3 10 1 268 0 1 4 299 2 1 2 317 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 586] F T 16 F :f :lm "98Q-!!3'!!Wi@Pq>^L*q#CWW!#PsWs7lQn![%IGn,NG1 ,HBt_Wp&6= qZ,4J;QAs9Wp&6`1KkhN3%goBSnWp&6 h"q*N!$/*'goBSnWp&6>7n,NG1 +KFY\Wp&6bcgoBSnWp&6p],?7khN3%goBSnWp&64!!3]3"RlBk +!%BFgoBSnWp&66!%b/6goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 590 :T ([31 0 1 1 165 0 3 1 226 0 2 1 239 0 2 1 242 0 2 1 247 0 1 1 249 0 2 1 172 1 2 1 204 1 1 1 205 0 2 2 223 1 3 1 236 0 3 2 257 1 10 1 299 0 1 2 410 1 4 1 418 1 4 1 426 1 4 1 434 1 4 1 442 1 2 1 34 2 4 1 42 2 4 1 50 2 4 1 58 2 4 1 66 2 4 1 74 2 4 1 82 2 4 1 86 0 1 3 174 1 1 2 222 2 1 1 234 1 2 2 244 1 1 2 251 1 1 2 444 1 1 2 179 3 4 1 219 3 2 1 221 2 1 2 229 3 3 1 232 2 2 2 241 0 1 4 242 3 2 1 248 0 1 4 249 3 2 1 255 0 1 4 257 3 10 1 268 0 1 4 300 2 1 2 318 0 1 4 406 1 1 3 417 3 2 1 420 3 3 1 424 3 3 1 431 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 590] F T 16 F :f :lm rVup!qZ$Ttp](:!r;[*-!!"\`n_jHRrW!!2!!;Wi !$>@DkhN3%goBSnWp&6nGi[l!358< qZ,4J;QAs9Wp&6L0<46kWp&6[MkhN3%goBSnWp&6=p])kFkhN3%goBSnWp&6Wp&6"NWp&6khQ%8 f)SdMkhN3%goBSnWp&66!%b/6goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 594 :T ([182 0 1 1 217 0 1 1 222 0 1 1 230 0 2 1 243 0 1 1 406 0 1 1 187 1 3 1 214 1 3 1 220 0 2 2 228 0 2 2 257 1 10 1 300 0 1 2 417 0 1 2 421 0 1 2 425 0 1 2 428 1 1 1 432 1 2 1 190 1 1 2 212 2 2 1 219 1 1 2 225 1 2 2 227 0 1 3 240 2 1 1 241 0 1 3 242 2 1 1 244 1 1 2 245 2 1 1 247 2 1 1 248 0 1 3 249 2 1 1 429 1 1 2 195 3 4 1 210 3 2 1 216 3 1 1 217 2 1 2 218 0 1 4 220 3 3 1 223 2 2 2 255 0 1 4 257 3 10 1 268 0 1 4 301 2 1 2 319 0 1 4 418 1 1 3 420 2 1 2 422 2 1 2 424 1 1 3 427 2 1 2 428 3 1 1 431 0 1 4 434 2 1 2 444 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 594] F T 16 F :f :lm lMpndr;[%>*ro,g!!rQ(!XJc,pAb9s!(9-P !!"*fWp&6p](AqkhPq5#cd+DWp&6li7s(khN3%goBSnWp&6p](Z$khN3%goBSnWosH< qZ,4J;QAs9Wp&6$iW)KKkhN3%goBSnWp&6A!khN3%goBSnWp&6nc/`kkhPM)*NJ>YWp&6= qZ-Tq*NJ>YWp&6fsDkhN3%goBSnWp&6 qZ,4J;QAs9Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 598 :T ([198 0 1 1 207 0 3 1 221 0 2 1 427 0 1 1 434 0 1 1 202 1 1 1 205 1 2 1 219 0 1 2 286 1 1 1 288 1 1 1 292 1 3 1 297 1 1 1 299 1 2 1 306 1 1 1 308 1 1 1 310 1 1 1 312 1 1 1 314 1 1 1 316 1 2 1 321 1 1 1 323 1 2 1 350 1 1 1 352 1 1 1 354 1 1 1 356 1 1 1 358 1 1 1 360 1 1 1 362 1 1 1 364 1 1 1 366 1 1 1 368 1 1 1 370 1 1 1 372 1 1 1 374 1 1 1 376 1 1 1 378 1 1 1 414 1 2 1 419 0 1 2 423 0 1 2 428 1 2 1 431 0 1 2 432 1 2 1 203 1 2 2 257 2 10 1 291 1 1 2 295 1 1 2 305 1 1 2 318 1 1 2 320 0 1 3 416 1 1 2 444 0 1 3 201 3 2 1 210 2 1 2 211 3 1 1 212 2 1 2 213 1 1 3 214 0 5 4 219 3 1 1 220 0 1 4 221 2 4 2 225 3 1 1 255 0 1 4 268 0 1 4 287 1 1 3 290 2 1 2 298 1 1 3 301 2 1 2 304 3 1 1 307 1 1 3 311 1 1 3 315 1 1 3 319 2 1 2 321 3 1 1 322 1 1 3 325 2 1 2 349 1 1 3 350 3 1 1 353 1 1 3 356 3 1 1 357 1 1 3 359 1 1 3 360 3 1 1 363 1 1 3 366 3 1 1 367 1 1 3 369 1 1 3 370 3 1 1 373 1 1 3 376 3 1 1 377 1 1 3 406 1 1 3 413 2 1 2 414 3 1 1 419 3 2 1 422 3 1 1 424 3 1 1 426 3 2 1 429 3 2 1 432 3 2 1 435 3 1 1 437 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 598] F T 16 F :f :lm kl:ee!Q4p9!!30$#l=T%JG&sH&J6,k !$?TgkhN3%goBSnWp&6khQ%8 rW!t=khN3%goBSnWp&6bcgoBSnWp&6p](AqkhOkl-`ZCcWp&6 h"q*N!$/*'goBSnWp&6p](AqkhPq5!ikJ>jo?X+khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 602 :T ([198 0 3 1 215 0 3 1 255 0 14 1 299 0 2 1 323 0 2 1 406 0 1 1 414 0 2 1 420 0 1 1 424 0 1 1 426 0 1 1 433 0 1 1 437 0 1 1 196 1 2 1 209 0 6 2 218 0 2 2 220 1 2 1 304 0 1 2 321 0 1 2 350 0 1 2 352 0 1 2 354 0 1 2 356 0 1 2 360 0 1 2 362 0 1 2 364 0 1 2 366 0 1 2 370 0 1 2 372 0 1 2 374 0 1 2 376 0 1 2 419 1 1 1 429 0 1 2 432 1 1 1 194 2 2 1 290 0 1 3 295 2 1 1 307 0 1 3 311 0 1 3 319 0 1 3 416 1 1 2 418 0 1 3 427 1 1 2 431 0 1 3 191 3 3 1 226 2 1 2 227 3 3 1 286 3 1 1 287 0 1 4 288 3 1 1 291 2 1 2 292 3 3 1 297 3 1 1 298 0 1 4 299 3 1 1 303 2 1 2 308 2 1 2 309 3 1 1 310 2 1 2 314 3 1 1 315 0 1 4 316 3 2 1 318 2 1 2 321 3 1 1 322 0 1 4 323 3 1 1 351 2 1 2 355 2 1 2 361 2 1 2 365 2 1 2 371 2 1 2 375 2 1 2 413 2 1 2 414 3 2 1 419 3 2 1 422 3 1 1 423 0 1 4 424 3 1 1 428 2 1 2 432 3 2 1 435 3 1 1 436 0 1 4 437 3 1 1 444 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 602] F T 16 F :f :lm kl:efJ:I(f!#bnp](AqkhPq5!ikJ>kl<35khN3%goBSnWp&6^p)+I_khP;#!ikJ>jo>[ekhN3%goBSnAZFtLWp&6%X2r;[$)Tc"+9 !$?TgkhN3%goBSnWp&6"BWp&73!;Z[!Wp&6li7*ekhP1u/un-jWp&6p](T"khN3%goBSnp](AqkhPq5%]\aJWp&6^Wu!358h#Jq)khN3%goBSnWp&6cR#CWp&6nGr@b!ikJ>p](AqkhPD&$``FGWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 606 :T ([83 0 61 1 189 0 2 1 322 0 1 1 81 1 2 1 144 1 2 1 187 1 2 1 234 0 1 2 235 1 3 1 396 1 4 1 80 2 1 1 146 2 1 1 185 2 2 1 241 2 1 1 323 1 1 2 376 2 1 1 391 2 2 1 444 0 1 3 79 3 1 1 147 3 1 1 182 3 3 1 205 2 16 2 221 3 1 1 242 2 1 2 243 3 2 1 324 3 1 1 359 3 1 1 377 2 1 2 389 3 2 1 406 1 1 3 407 3 1 1 412 3 4 1 420 3 4 1 428 3 4 1 436 3 4 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 606] F T 16 F :f :lm pAb18qZ$Hn!!`?$!$M"9!$Lk5!XJcJ I]DVeWp&6X'!5SO5!#YV6!'KuU!"er+!=o81!!3E+ ++:0QgoBSnWp&6R%!"f#-"2Fqf!rW*# #QPrnWp&6A!khN3%goBSnWp&6A!khN3%goBSnWp&6=khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 610 :T ([79 0 1 1 147 0 1 1 180 0 2 1 205 0 2 1 249 0 1 1 324 0 1 1 345 0 2 1 349 0 1 1 354 0 2 1 358 0 1 1 360 0 1 1 363 0 2 1 368 0 2 1 372 0 2 1 382 0 3 1 178 1 2 1 207 0 3 2 214 0 1 2 250 0 1 2 251 1 2 1 351 0 1 2 380 0 1 2 176 2 2 1 210 1 1 2 211 0 1 3 216 1 1 2 257 2 1 1 373 2 1 1 375 2 2 1 381 0 1 3 78 1 1 3 148 1 1 3 173 3 3 1 212 0 2 4 214 3 1 1 215 1 1 3 223 2 1 2 224 3 5 1 230 3 3 1 237 3 1 1 258 2 1 2 259 3 2 1 325 1 1 3 344 0 1 4 347 1 1 3 350 1 1 3 353 1 1 3 356 1 1 3 359 0 1 4 362 1 1 3 365 1 1 3 367 1 1 3 371 1 1 3 374 1 1 3 377 0 1 4 382 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 610] F T 16 F :f :lm p](9pq#CC+rW!'0!!!8\r;Zh*q#C[+!!)+:R*8?Vq#CC: I]DVeWp&6A!khN3%goBSnWp&6FWp&6kl:dbkhPS+p&K06khN3%goBSnWp&6Dl5goBSnWp&61(goBSnWp&6-!"Q$mgoBSnWp&6h!tG\Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 614 :T ([171 0 2 1 214 0 2 1 225 0 2 1 228 0 1 1 265 0 1 1 345 0 2 1 349 0 3 1 354 0 2 1 361 0 1 1 363 0 7 1 372 0 2 1 376 0 3 1 380 0 3 1 397 0 3 1 83 1 59 1 169 1 2 1 216 0 2 2 220 1 1 1 223 0 1 2 227 0 1 2 231 0 1 2 266 0 1 2 267 1 2 1 326 0 1 2 360 0 1 2 396 1 1 1 408 1 4 1 416 1 4 1 424 1 4 1 432 1 4 1 440 1 2 1 166 2 3 1 218 0 1 3 219 1 1 2 235 1 2 2 272 2 2 1 344 0 1 3 345 2 1 1 357 2 3 1 390 2 2 1 442 1 1 2 78 0 1 4 82 1 1 3 142 1 1 3 148 0 1 4 164 3 2 1 224 0 1 4 226 2 1 2 228 2 1 2 230 1 1 3 233 2 1 2 234 1 1 3 237 0 1 4 238 1 2 3 240 2 1 2 246 3 2 1 274 2 1 2 275 3 1 1 327 2 1 2 351 3 3 1 388 3 2 1 404 1 1 3 415 3 2 1 418 3 3 1 422 3 3 1 429 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 614] F T 16 F :f :lm p](9qq#CL&!!!l7!!<>^q#pZs!+>[(#m(),k:kf;mJmLg !!"*fWp&6p](;oId#RekhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 618 :T ([162 0 2 1 233 0 1 1 240 0 1 1 246 0 1 1 280 0 2 1 350 0 1 1 383 0 1 1 404 0 1 1 160 1 2 1 214 1 1 1 225 0 1 2 229 0 1 2 234 1 2 1 237 0 1 2 238 1 2 1 247 0 2 2 250 0 2 2 282 0 1 2 283 1 1 1 328 0 1 2 342 1 4 1 381 1 1 1 382 0 1 2 415 0 1 2 419 0 1 2 423 0 1 2 426 1 1 1 430 1 2 1 87 2 2 1 92 2 1 1 104 2 1 1 119 2 1 1 121 2 1 1 123 2 1 1 125 2 1 1 157 2 3 1 288 2 2 1 337 2 1 1 375 2 2 1 427 1 1 2 78 0 1 4 82 0 1 4 86 3 1 1 89 2 1 2 105 2 1 2 120 2 1 2 124 2 1 2 142 0 1 4 148 0 1 4 155 3 2 1 213 3 2 1 215 1 1 3 218 3 2 1 223 3 2 1 226 3 1 1 229 3 1 1 231 3 3 1 235 3 2 1 240 3 2 1 243 3 3 1 248 3 1 1 249 0 1 4 250 3 1 1 258 2 4 2 262 3 2 1 290 2 1 2 291 3 1 1 329 2 1 2 334 3 3 1 373 3 2 1 416 1 1 3 418 2 1 2 420 2 1 2 422 1 1 3 425 2 1 2 426 3 1 1 429 0 1 4 432 2 1 2 442 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 618] F T 16 F :f :lm p](^Uc7"b".!!(sT!!7ZN!r`0(!rr<,!>,J6 !!"*fWp&6p](AqkhPV,#cd+DWp&6q#C^$Wp&6p](;oId#RekhN3%goBSnWp&6IrVurVr;Zj`5lL`a!J(+K"fbOP !!"*fWp&6cR#CWp&6$``FGWp&6h!Y55Wp&6AZFtLWp&6mkgoBSnWp&6$iW)TNkhN3%goBSnWp&6I_khOPc!ikJ>g&MM\khN3%goBSn Wp&4>Wp&7&!(X'QgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 622 :T ([86 0 1 1 91 0 1 1 95 0 2 1 100 0 1 1 102 0 1 1 109 0 1 1 128 0 2 1 132 0 1 1 135 0 1 1 153 0 2 1 241 0 1 1 261 0 3 1 296 0 2 1 328 0 3 1 368 0 1 1 425 0 1 1 432 0 1 1 87 0 1 2 88 1 1 1 110 0 1 2 127 0 1 2 133 0 1 2 137 0 1 2 150 1 3 1 240 1 1 1 270 0 1 2 275 1 1 1 298 0 1 2 299 1 1 1 326 1 2 1 365 1 3 1 417 0 1 2 421 0 1 2 426 1 2 1 429 0 1 2 430 1 2 1 99 1 1 2 101 0 1 3 109 2 1 1 113 2 4 1 128 2 1 1 132 2 1 1 149 2 1 1 212 0 1 3 215 0 1 3 217 0 1 3 220 0 1 3 222 0 1 3 226 0 1 3 229 0 1 3 239 0 1 3 249 0 1 3 271 1 4 2 303 2 3 1 319 2 3 1 331 1 1 2 412 2 2 1 442 0 1 3 78 0 1 4 82 0 1 4 86 3 1 1 89 2 1 2 92 0 1 4 94 0 1 4 97 1 1 3 100 3 1 1 105 0 1 4 108 1 1 3 120 0 1 4 121 3 1 1 123 3 1 1 124 0 1 4 129 2 1 2 131 1 1 3 136 1 1 3 142 0 1 4 146 3 2 1 148 0 1 4 213 3 2 1 216 3 1 1 218 3 2 1 223 3 2 1 227 3 2 1 230 3 1 1 231 0 1 4 232 3 1 1 234 0 1 4 235 3 1 1 237 0 1 4 238 3 1 1 240 3 2 1 243 0 1 4 244 3 1 1 246 0 1 4 247 3 1 1 250 3 2 1 306 2 1 2 318 3 1 1 332 3 1 1 357 3 4 1 404 1 1 3 411 3 1 1 414 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 622] F T 16 F :f :lm p](X&,9)Y4!/\re#[mN0#74!K,uQu5!r`0"i;N]Vi;EWUJG]BN6puPJ !$?TgkhN3%goBSnWp&6a?lkhN3%goBSnWp&6#NgoBSnWp&6!!D]j!&+BQ!tbG3!!iH(;t2ZOs# ++:0QgoBSnWp&6p](;o"R+X@khPh2!ikJ>h#IMVkhPD&'WUBPWp&6p&Oph!ikJ>jo>RbkhN3%h"UjTWp&6"jWp&6p](o+khN3%goBSnWp&6_$48gPbr5QCiC!!!&X!Pf9B!!*?8rW!!B !$?TgkhN3%goBSnWp&6mf3EhkhPq5!ikJ>q>^Wu!358nc1MHkhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 626 :T ([86 0 3 1 92 0 1 1 94 0 2 1 97 0 2 1 100 0 2 1 104 0 3 1 109 0 2 1 121 0 3 1 127 0 3 1 132 0 2 1 135 0 3 1 144 0 2 1 311 0 4 1 332 0 1 1 404 0 1 1 411 0 1 1 417 0 1 1 420 0 1 1 425 0 1 1 428 0 1 1 430 0 1 1 433 0 1 1 102 1 1 1 143 1 1 1 333 1 1 1 350 1 4 1 412 0 1 2 413 1 1 1 418 0 1 2 422 0 1 2 424 0 1 2 431 0 1 2 435 0 1 2 99 1 1 2 100 2 2 1 417 2 1 1 427 0 1 3 430 2 1 1 78 0 1 4 82 0 1 4 142 0 1 4 148 0 1 4 223 3 20 1 334 2 1 2 343 3 3 1 411 3 1 1 414 2 1 2 416 1 1 3 421 1 1 3 425 2 1 2 426 3 1 1 429 1 1 3 434 1 1 3 442 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 626] F T 16 F :f :lm p](U%,E$C#!--9#aR0$1!T3q`q#CX*(i%f% !!"*fWp&6g&M;VkhN3%gu\SpWp&6p](;o.-THdkhN3%goBSnWp&6khN3%goBSnWp&6^^4KOc2J !$?TgkhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 630 :T ([342 0 1 1 411 0 3 1 417 0 2 1 420 0 3 1 426 0 1 1 430 0 2 1 433 0 3 1 337 1 1 1 91 2 1 1 95 2 1 1 97 2 1 1 109 2 1 1 222 2 1 1 223 0 1 3 224 2 15 1 334 2 1 1 335 0 1 3 336 1 1 2 442 0 1 3 78 0 1 4 82 0 1 4 92 2 2 2 96 2 1 2 121 3 1 1 142 0 1 4 148 0 1 4 221 2 1 2 239 2 1 2 242 0 1 4 328 3 2 1 337 3 1 1 404 1 1 3 405 3 1 1 410 3 4 1 418 3 4 1 426 3 4 1 434 3 4 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 630] F T 16 F :f :lm p](!XST%!s&B%+SPj:!!XST%!s&B%+SPj:!PnO3!!rN'![%Ib I]DVeWp&6K_ ++:0QgoBSnWp&6p](;o'Bn5OkhN3%goBSnWp&6#,Wp&6pk^D6dkhN3%goBSnWp&6h!Y4HWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 634 :T ([99 0 2 1 104 0 1 1 107 0 2 1 112 0 1 1 114 0 1 1 116 0 2 1 120 0 1 1 122 0 1 1 125 0 2 1 129 0 1 1 327 0 1 1 94 0 1 2 103 0 1 2 131 0 1 2 219 1 2 1 221 0 1 2 222 1 14 1 321 1 2 1 338 0 1 2 66 2 3 1 100 2 1 1 106 0 1 3 111 1 1 2 113 0 1 3 117 2 1 1 319 2 2 1 339 2 1 1 65 3 1 1 69 3 1 1 78 0 1 4 82 0 1 4 92 0 1 4 95 2 1 2 96 0 1 4 99 3 1 1 101 1 1 3 104 2 1 2 105 3 1 1 109 0 1 4 112 3 1 1 116 3 1 1 118 1 1 3 121 0 1 4 124 1 1 3 127 1 1 3 130 1 1 3 142 0 1 4 148 0 1 4 217 3 1 1 218 1 1 3 219 3 16 1 236 1 1 3 239 0 1 4 242 0 1 4 314 3 1 1 340 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 634] F T 16 F :f :lm p](U%+:=OLm,h+G#l+H&"98HFp](?r!$Lk5 !$?TgkhN3%goBSnWp&6p](;o'Bn5OkhN3%goBSnWp&6"EWp&6=khN3%goBSnWp&6!It.]o)Jb4 I]DVeWp&6huND!!r/r !$?TgkhN3%goBSnWp&6$!#hm$goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 638 :T ([91 0 3 1 96 0 1 1 99 0 3 1 105 0 1 1 109 0 1 1 112 0 2 1 116 0 3 1 122 0 2 1 125 0 2 1 129 0 3 1 311 0 3 1 341 0 1 1 65 0 1 2 69 0 1 2 114 1 1 1 66 2 1 1 68 2 1 1 111 1 1 2 112 2 2 1 219 2 10 1 303 2 3 1 306 1 1 2 342 1 1 2 67 2 1 2 78 0 1 4 82 0 1 4 142 0 1 4 148 0 1 4 217 0 1 4 234 0 1 4 236 0 1 4 239 0 1 4 242 0 1 4 270 3 2 1 272 2 3 2 275 3 1 1 343 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 638] F T 16 F :f :lm q#Cai![&JQ7*[]0!XST%"$ci8+Sl'@!Pe[8"S2Tn ++:0QgoBSnWp&6p](;o&EqoLkhN3%goBSnWp&6p](AqkhOto!ikJ>n,VkV(TQ]SWp&6Id.3SHe!$M7@!!;`l !$?TgkhN3%goBSnWp&6YWp&6FWp&6h"UkhWp&6!XST%#=&8<+92BDnG3+b!V69k ++:0QgoBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 642 :T ([82 0 14 1 97 0 46 1 221 0 10 1 270 0 2 1 296 0 3 1 66 0 1 2 68 0 1 2 65 2 1 1 69 2 1 1 221 2 10 1 261 1 3 2 288 2 4 1 373 2 2 1 398 2 1 1 400 2 1 1 402 2 1 1 404 2 1 1 406 2 1 1 419 2 2 1 64 3 1 1 67 0 1 4 70 3 1 1 78 0 1 4 96 0 1 4 148 0 1 4 217 0 1 4 234 0 1 4 236 0 1 4 239 0 1 4 242 0 1 4 258 2 3 2 338 2 1 2 339 0 1 4 371 3 1 1 372 2 1 2 375 2 1 2 376 3 1 1 379 3 1 1 382 2 1 2 397 2 1 2 401 2 1 2 405 2 1 2 411 2 1 2 418 3 1 1 421 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 642] F T 16 F :f :lm q#CIU!^HS^!WEB#!!Ysm.3JTj"9&9#i;EWU&G#l% ++:0QgoBSnWp&6pAfjHb5_gJkhN3%goBSnp]*4PkhN3%goBSnWp&6bcgoBSnWp&6ghuFRnkhN3%goBSnWp&6kl=#LkhN3%goBSnWp&6mkkhN3%goBSnWp&6khP_/C9$LQWp&6p](T"khN3%goBSnp](]%khN3%goBSnWp&7,!!91agh<_OgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 646 :T ([70 0 1 1 281 0 3 1 339 0 1 1 378 0 1 1 380 0 1 1 383 0 2 1 388 0 1 1 391 0 1 1 397 0 1 1 401 0 1 1 405 0 1 1 408 0 1 1 412 0 2 1 418 0 1 1 424 0 1 1 427 0 1 1 432 0 1 1 435 0 1 1 437 0 1 1 440 0 1 1 445 0 2 1 63 0 1 2 221 1 10 1 246 1 1 1 250 0 2 2 252 1 1 1 280 1 1 1 389 0 1 2 393 0 1 2 409 0 1 2 419 0 1 2 420 1 1 1 425 0 1 2 429 0 1 2 431 0 1 2 438 0 1 2 442 0 1 2 444 0 1 2 62 2 1 1 71 1 1 2 247 1 3 2 274 2 3 1 337 1 1 2 388 2 1 1 398 0 1 3 400 1 1 2 402 1 1 2 404 0 1 3 408 2 1 1 424 2 1 1 434 0 1 3 437 2 1 1 445 2 1 1 61 3 1 1 67 0 1 4 72 3 1 1 78 0 1 4 96 0 1 4 148 0 1 4 217 0 1 4 234 0 1 4 236 0 1 4 239 0 1 4 240 3 1 1 242 0 1 4 273 3 1 1 336 3 1 1 338 0 1 4 340 1 1 3 371 0 1 4 372 3 1 1 375 3 1 1 376 0 1 4 379 0 1 4 382 0 1 4 385 1 1 3 387 1 1 3 392 1 1 3 399 3 1 1 403 3 1 1 407 1 1 3 411 0 1 4 414 1 1 3 418 3 1 1 421 2 1 2 423 1 1 3 428 1 1 3 432 2 1 2 433 3 1 1 436 1 1 3 441 1 1 3 446 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 646] F T 16 F :f :lm q>^["&cr%5JG]BI#l+H'5QE5U0`D%PE;KV80`D%[&A*ok9\_>P[]TTP I]DVeWp&6A!khN3%goBSnWp&6bcgoBSnWp&6%6!!91ah!"e?Wp&6Z!!TCdgoBSno`,2rkhN3%g]4e`+KFY\Wp&6p](AqkhPq5$``FGWp&6huEhYkhPM)qZ$f"khN3% gdJ1+goBSnWp&6$``FGWp&6p](AqkhPD&!ikJ>p](AqkhPh2+KFY\Wp&6Id.A6Y?!'pA\!3#ks$Q5+(JIrM@#fo=4 ++:0QgoBSnWp&6bcgoBSnWp&65TgoBSnWp&6p](AqkhPV,!ikJ>m/[(b"fgeAWp&75!!91ah!>"EWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 650 :T ([240 0 1 1 267 0 2 1 336 0 1 1 340 0 1 1 372 0 4 1 380 0 4 1 385 0 2 1 388 0 2 1 391 0 3 1 399 0 1 1 403 0 1 1 408 0 2 1 411 0 3 1 418 0 3 1 424 0 2 1 427 0 3 1 433 0 1 1 437 0 2 1 440 0 3 1 444 0 3 1 223 0 1 2 224 1 4 1 229 1 2 1 237 0 2 2 265 1 1 1 266 0 1 2 338 0 1 2 235 1 1 2 240 2 2 1 242 0 1 3 259 2 2 1 66 3 1 1 67 0 1 4 78 0 1 4 96 0 1 4 104 3 5 1 111 3 5 1 117 3 3 1 148 0 1 4 217 0 1 4 218 3 1 1 219 2 2 2 221 1 1 3 222 0 1 4 223 3 5 1 228 1 1 3 229 3 2 1 234 0 1 4 236 0 1 4 239 0 1 4 257 3 2 1 337 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 650] F T 16 F :f :lm q#CO/!WW4Nqu?^&q#CUd!&'uF!''cS!3#ks$P*bb_%>B]gd^]3 ++:0QgoBSnWp&6bcgoBSnWp&6aQrkhN3%goBSnWp&6R%!'p,U !$?TgkhN3%goBSnWp&6bcgoBSnWp&6kl;d)khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 654 :T ([66 0 1 1 104 0 1 1 108 0 1 1 111 0 1 1 115 0 1 1 218 0 2 1 223 0 1 1 225 0 4 1 237 0 3 1 252 0 1 1 68 0 1 2 224 0 1 2 249 1 3 1 65 1 1 2 245 2 1 1 64 3 1 1 69 2 1 2 78 0 1 4 96 0 1 4 103 0 1 4 110 0 1 4 118 0 1 4 148 0 1 4 210 3 2 1 212 2 2 2 214 1 1 3 215 0 3 4 218 3 8 1 234 0 1 4 235 3 1 1 236 0 1 4 242 3 3 1 337 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 654] F T 16 F :f :lm q#CUI!WW4OM\?!h!!rE$"Te/g0)u:P!!#:U !!"*fWp&6mf3lukhN3%goBSnWp&6kl;!hkhN3%goBSnkl;^'khN3%goBSnWp&6L"fgeA Wp&5bWp&6^X/^]5bcp&G(Xo)Jb4 I]DVeWp&6p](o+khN3%goBSnWp&6'!%Fr3goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 658 :T ([64 0 1 1 103 0 1 1 108 0 1 1 110 0 1 1 115 0 1 1 210 0 7 1 218 0 8 1 104 0 1 2 105 1 3 1 111 0 1 2 112 1 3 1 117 1 1 1 118 0 1 2 119 1 1 1 235 1 2 1 237 0 1 2 63 1 1 2 70 0 1 3 217 0 1 3 218 2 9 1 230 2 4 1 234 0 1 3 62 3 1 1 71 3 1 1 78 0 1 4 96 0 1 4 148 0 1 4 227 2 3 2 336 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 658] F T 16 F :f :lm q#CVN!WW4OM\?!h!!rE$"$ch$,kV-;JF`a@ ++:0QgoBSnWp&6mf3EhkhPV,&ZY'MWp&6bcgoBSnWp&6^a$!Wi?%JFVh%!!!<#!!5Cc4S8[SJF`a@ ++:0QgoBSnWp&6^["!Wi?%JG]BI#l+H%J,eI"!!%Q@ !!"*fWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 662 :T ([62 0 1 1 71 0 1 1 226 0 1 1 220 1 3 1 336 0 1 2 61 1 1 2 72 1 1 2 94 1 1 2 98 1 1 2 219 1 1 2 78 0 1 4 95 3 1 1 96 0 1 4 97 3 1 1 148 0 1 4 212 3 3 1 335 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 662] F T 16 F :f :lm q>^[#!^[%!.k1PT_nci#l+H#*qK@3JF`a@ ++:0QgoBSnWp&6#8Wp&6cR#CWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 666 :T ([211 0 1 1 205 1 2 1 95 0 1 3 97 0 1 3 203 2 2 1 78 0 1 4 96 0 1 4 148 0 1 4 198 3 1 1 335 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 666] F T 16 F :f :lm p](Bt!!0n5!!!<$!!!T%!!!&j !!"*fWp&66!->1(goBSnWp&6bcgoBSnWp&6mkgoBSnWp&6Wp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 670 :T ([195 0 3 1 86 1 4 1 94 1 2 1 96 0 1 2 97 1 1 1 102 1 4 1 110 1 4 1 118 1 4 1 126 1 4 1 134 1 4 1 191 1 1 1 188 2 2 1 190 1 1 2 78 0 1 4 141 2 1 2 148 0 1 4 183 3 1 1 334 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 670] F T 16 F :f :lm p](Bt!!%QI!!!<&!!"#/!!!)k !!"*fWp&6khPV,"fgeAWp&7,!!TCdgoBSnmf3NkkhN3%h!Y4HWp&6^O!#lO`'%e'Gu!qHbcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 674 :T ([180 0 3 1 141 0 1 2 334 0 1 2 172 2 4 1 78 0 1 4 85 0 1 4 148 0 1 4 333 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 674] F T 16 F :f :lm p](^L$lMpnfnc/Y3 I]DVeWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 678 :T ([97 0 1 1 99 0 2 1 165 0 4 1 333 0 1 1 101 1 1 2 103 2 1 1 108 2 2 1 113 2 1 1 116 2 1 1 119 2 1 1 121 2 2 1 125 2 1 1 128 2 1 1 158 2 3 1 78 0 1 4 98 0 1 4 99 3 2 1 104 3 1 1 105 2 1 2 107 3 1 1 110 3 1 1 112 2 1 2 115 2 1 2 118 2 1 2 120 2 1 2 124 3 1 1 126 2 1 2 129 3 1 1 130 2 1 2 141 2 1 2 148 0 1 4 157 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 678] F T 16 F :f :lm p](Bt!!%9A!!bcgoBSnWp&6pAj[_(TQ]SWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 682 :T ([115 0 1 1 121 0 1 1 125 0 1 1 151 0 2 1 326 0 1 1 328 0 2 1 337 0 1 1 101 0 1 2 107 0 1 2 110 0 1 2 113 0 1 2 117 0 1 2 124 0 1 2 141 0 1 2 149 1 1 1 150 0 1 2 97 2 1 1 98 0 1 3 99 2 2 1 103 2 1 1 104 0 1 3 105 2 1 1 108 2 2 1 114 1 1 2 116 1 1 2 120 2 2 1 122 0 1 3 125 2 2 1 128 2 1 1 129 0 1 3 130 2 1 1 143 2 2 1 330 1 1 2 332 2 1 1 336 2 1 1 340 2 1 1 343 2 3 1 348 2 1 1 350 2 1 1 353 2 1 1 78 0 1 4 85 0 1 4 141 3 2 1 148 0 1 4 327 0 1 4 328 3 2 1 333 3 1 1 334 2 1 2 337 2 1 2 339 2 1 2 342 2 1 2 346 3 1 1 349 1 1 3 352 3 1 1 354 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 682] F T 16 F :f :lm p](X&"99^1<,=f&$\7UE!X$5'o)Jb4 I]DVeWp&6YWp&67khN3%goBSnWp&6p]*.NkhN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 686 :T ([342 0 1 1 345 0 1 1 353 0 1 1 340 0 1 2 349 0 1 2 352 0 1 2 326 2 1 1 327 0 1 3 328 2 1 1 332 2 1 1 333 0 1 3 334 2 1 1 337 0 1 3 341 1 1 2 344 1 1 2 345 2 1 1 346 0 1 3 350 2 2 1 353 2 2 1 78 0 1 4 94 3 1 1 96 3 3 1 100 3 3 1 133 3 1 1 141 2 1 2 148 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 686] F T 16 F :f :lm p](9qq#CC#li7.h"A34?o`+t6 I]DVeWp&6kl:gckhH1'!!91ah!>#7Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 690 :T ([98 0 1 1 93 0 1 2 105 1 1 1 108 1 1 1 110 1 1 1 113 1 2 1 117 1 2 1 120 1 2 1 125 1 2 1 130 1 1 1 134 0 1 2 141 0 1 2 99 1 1 2 106 1 1 2 112 1 1 2 131 1 1 2 78 0 1 4 85 0 1 4 92 2 1 2 97 0 1 4 100 3 1 1 101 0 1 4 104 2 1 2 105 3 1 1 109 0 1 4 113 3 2 1 116 2 1 2 121 3 1 1 122 2 1 2 124 1 1 3 127 2 1 2 129 2 1 2 130 3 1 1 135 2 1 2 148 0 1 4 322 3 3 1 326 3 3 1 355 3 1 1 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 690] F T 16 F :f :lm p](U%"9`6bcgoBSnWp&6li7*ekhNuSq#CJrkhPM)$``FGWp&6=!;#gmV !!"*fWp&6YWp&6goBSnWp&6p](AqkhPV,"fgeAWp&7-!:BgjWp&6YWp&6goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 694 :T ([92 0 1 1 100 0 1 1 104 0 1 1 109 0 1 1 116 0 1 1 127 0 1 1 129 0 1 1 135 0 1 1 324 0 1 1 96 1 1 1 97 0 1 2 98 1 1 1 101 0 1 2 105 1 2 1 110 1 4 1 114 0 1 2 117 1 2 1 120 0 1 2 121 1 1 1 122 0 1 2 125 1 2 1 130 1 2 1 331 1 1 1 334 1 1 1 336 1 1 1 339 1 1 1 342 1 1 1 345 1 1 1 347 1 2 1 351 1 1 1 358 1 1 1 93 1 1 2 134 1 1 2 325 1 1 2 332 1 1 2 338 1 1 2 344 1 1 2 353 1 1 2 78 0 1 4 94 3 1 1 124 0 1 4 125 3 1 1 133 3 1 1 141 2 1 2 148 0 1 4 323 0 1 4 326 3 1 1 327 0 1 4 330 2 1 2 331 3 1 1 335 0 1 4 339 3 1 1 341 1 1 3 343 3 1 1 346 2 1 2 349 2 1 2 352 2 1 2 355 0 1 4 356 3 1 1 357 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 694] F T 16 F :f :lm p](U%!!l8O.&fK4#j_No)$'^;&G6#' ++:0QgoBSnWp&6li?SV#cd+DWp&6YWp&6goBSnWp&6"`Wp&6"BWp&6t!6,"*Wp&6q#JP;7B5S,Wp&6 %ADOeod :j :imsv $m currentmatrix pop 51 698 :T ([326 0 1 1 330 0 1 1 335 0 1 1 339 0 1 1 343 0 1 1 346 0 1 1 349 0 1 1 141 0 1 2 322 1 1 1 323 0 1 2 324 1 1 1 327 0 1 2 331 1 2 1 336 1 2 1 340 0 1 2 342 0 1 2 347 1 2 1 351 1 1 1 352 0 1 2 353 1 1 1 355 0 1 2 358 0 1 2 359 1 1 1 78 0 1 4 85 0 1 4 148 0 1 4 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 698] F T 16 F :f :lm p](o";;pt,a.g# !$?TgkhN3%goBSnWp&6fmVe+E\@ ++:0QgoBSnWp&6^L$gAh3q I]DVeWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 702 :T ([89 0 4 1 97 0 4 1 105 0 4 1 113 0 4 1 121 0 4 1 129 0 4 1 137 0 4 1 78 0 1 3 148 0 1 3 322 2 1 1 324 2 2 1 345 2 1 1 79 3 1 1 147 3 1 1 323 2 1 2 326 3 1 1 346 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 702] F T 16 F :f :lm p](A!khN3%goBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 706 :T ([79 0 1 1 147 0 1 1 326 0 1 1 329 0 2 1 339 0 2 1 344 0 2 1 348 0 2 1 352 0 1 1 355 0 1 1 358 0 1 1 360 0 1 1 80 1 1 1 146 1 1 1 324 1 2 1 354 0 1 2 359 0 1 2 81 2 2 1 144 2 2 1 349 2 1 1 356 0 1 3 83 3 61 1 323 0 1 4 326 2 1 2 328 1 1 3 331 1 1 3 333 0 1 4 336 0 1 4 338 0 1 4 341 1 1 3 343 1 1 3 346 0 1 4 348 3 1 1 350 1 1 3 353 1 1 3 357 3 1 1 358 2 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 706] F T 16 F :f :lm p](9pq#CC+li72%A@V!bcgoBSnWp&6bcgoBSnWp&6!ikJ>a8e?&khN3%goBSnWp&6^LX'!5Rq$";6rq-;*q2 !$?TgkhN3%goBSnWp&6khN3%goBSnWp&6]`;i6)khN3%goBSnWp&6bcgoBSnWp&6 %ADOeod :j :imsv $m currentmatrix pop 51 710 :T ([322 0 4 1 329 0 2 1 334 0 2 1 337 0 3 1 341 0 2 1 344 0 2 1 347 0 4 1 352 0 3 1 357 0 1 1 356 1 1 2 ]rCa)saferCa $m setmatrix 459 4 8 1377 [459 0 0 4 51 710] F T 16 F :f :lm f`2.;@s6_io`+t6 I]DVeWp&6m/Y0,6E98)Wp&6bcgoBSnWp&6 %ADOeod :j gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (76)S gR endp showpage %%Page: 77 77 %%BeginPageSetup initializepage (Damien ; page : 77 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 261 71 :M f435 sf -.046(Figure 4)A 40 95 :M -.033(The publisher retrieves documents from a Web Server, either via the web using the publisher's robot, )A 40 107 :M -.066(or if installed on the same machine as the web server, by directly reading from the directories holding )A 40 119 :M -.035(the web documents. )A 40 143 :M -.045(The publisher isolates the terms in the web document and selects high-weight terms for insertion into )A 40 155 :M 2.346 .235(the Ingrid infrastructure. Using these terms and the URL of the web document, plus other )J 40 167 :M -.058(information such as title, author, etc., the publisher creates a Resource Profile \(RP\) and transmits it to )A 40 179 :M -.056(the Ingrid Server using the Ingrid Access Protocol \(IAP\). )A 40 203 :M -.061(The Ingrid Server stores the RP. It inserts the RP into the Ingrid infrastructure by)A f556 sf (\312)S f435 sf -.083(: )A 76 227 :M -.04(1. Searching the infrastructure for similar RPs. )A 76 239 :M -.03(2. Adding links to a certain subset of the found RPs. )A 40 263 :M .019 .002(The Ingrid Server does this using the Ingrid Control Protocol \(ICP\). ICP is a UDP-based \(datagram\) )J 40 275 :M -.004(protocol. After the Ingrid Server has added links for its RP, it can answer queries from other Servers )A 40 287 :M -.091(by using both link information and cached information. )A 40 311 :M .234 .023(Once an RP is inserted into the Ingrid infrastructure, other users can find it using one of two Ingrid )J 40 323 :M -.044(Navigators. Both Navigators search the Ingrid infrastructure by sending ICP packets to Servers. )A 40 359 :M f586 sf 3.175 .318(The modifications that were begun for Ingrid, and what was considered)J 40 384 :M f347 sf 1.003(XML)A 40 396 :M f435 sf -.091(The first objective was to make Ingrid XML-aware, so that XML documents could be indexed. A first )A 40 408 :M .154 .015(program was realised to create an RP from an AML document)J f556 sf (\312)S f435 sf .148 .015(: some fields were directly translated )J 40 420 :M .903 .09(into name/value pairs for the RP, and other fields were used to get keywords \(with more or less )J 40 432 :M 2.094 .209(weight, depending on their importance\). It became soon clear that this program couldn\325t be )J 40 444 :M .7 .07(generalised for all the XML DTDs)J f556 sf .069(\312)A f435 sf .527 .053(: to be efficient, the indexing has to use the specificities of the )J 40 456 :M -.101(DTD. It also depends if we consider the XML files as data or metadata)A f556 sf (\312)S f435 sf -.107(: here, AML was considered as )A 40 468 :M .144 .014(metadata, as the RP, which is why some fields were simply copied. But if it had been considered as )J 40 480 :M -.103(data, new fields would have been created for the RP, like the creation date for the AML file.)A 40 504 :M .56 .056(Another idea was to format the RP as XML documents, because of the many advantages of XML )J 40 516 :M .739 .074(\(especially for metadata\), and because the creation of RPs for XML documents would have been )J 40 528 :M -.02(easier this way.)A 40 565 :M f347 sf .447(Maps)A 40 577 :M f435 sf .473 .047(It was for Ingrid that it was first thought of creating AML maps, to improve the search of the first )J 40 589 :M 1.321 .132(resource given some keywords. This global, simplified view of the grid could have been more )J 40 601 :M -.089(efficient than the simple caching that was used, but it would have required some kind of centralisation )A 40 613 :M -.069(\(or a one-time look at the whole grid\), which wasn\325t in the first direction of Ingrid.)A 40 649 :M f586 sf 2.944 .294(The first results of an indexing of AML documents)J 40 673 :M f435 sf .882 .088(A first result was obtained with the use of Ingrid on a small collection of AML documents. The )J 40 685 :M 1.155 .115(indexing with the publisher, the organisation of the grid with the server and the creation of the )J 40 697 :M .426 .043(interface with the navigator were fully automatic. A search with the resulting system was showing )J 40 709 :M 1.027 .103(interesting results, but sometimes no result when there could have been one)J f556 sf .105(\312)A f435 sf .711 .071(: this is because the )J 40 721 :M .255 .025(metadata in the RP has some limits)J 212 721 :M f556 sf .051(\312)A f435 sf .377 .038(: there are a few simple information like the date of the file \(as )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (77)S gR endp showpage %%Page: 78 78 %%BeginPageSetup initializepage (Damien ; page : 78 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .454 .045(name/value pairs\), and a size-limited list of keywords, and the limitation in the representation of a )J 40 83 :M .118 .012(document is reflected in the grid. Also, the links created between the documents are optimised for a )J 40 95 :M -.043(search by keyword, and do not have a semantic)A 266 95 :M f556 sf (\312)S f435 sf .022 .002(: sometimes, a part of a keyword is used as a link, so )J 40 107 :M -.095(that new links can be created between the documents, but this link has no specific meaning.)A 40 131 :M -.054(Because the links had no semantic, unlike the links existing now in AML, an AML map created from )A 40 143 :M .203 .02(an Ingrid grid would have been very different from the current AML map)J 398 143 :M f556 sf (\312)S f435 sf .352 .035(: it wouldn\325t have been a )J 40 155 :M .421 .042(\322semantic map\323, and thus wouldn\325t have been human-readable, but it could nonetheless have been )J 40 167 :M -.081(used by an Ingrid server to locate a document faster.)A 40 203 :M 1.983 .198(Although the first results obtained with AML were not at all disappointing, the project was )J 40 215 :M .05 .005(abandoned, for various reasons, most of these reasons being non-technical)J 398 215 :M f556 sf (\312)S f435 sf -.037(: a reorganisation in NTT )A 40 227 :M -.101(has led to all the people but one being moved to another project, and the last one \(the project manager, )A 40 239 :M 1.994 .199(Paul Francis\) had an idea for a new project. Also, Paul Francis wanted to improve Ingrid\325s )J 40 251 :M -.102(performance and stability before adding other features.)A 40 290 :M f571 sf 14 u571 :p 52.102 :m .911(Emerge)A f511 sf 3.274 .327( \(NCSA 1999a\))J 40 314 :M f435 sf -.011(Emerge is a framework for information search and retrieval, focusing on the needs of scientific data. )A 40 326 :M -.12(Scientific data is often complex, requiring complex metadata. For example, an astronomical object can )A 40 338 :M .499 .05(be identified by names or coordinates, but there are often more than ten names per object, and the )J 40 350 :M -.081(coordinates require specific conversions before they can be used.)A 76 362 :M 1.851 .185(When object types are used for a search, it is difficult to use different heterogeneous )J 40 374 :M .305 .031(databases, because each database is using a different way of encoding this information. Even when )J 40 386 :M .725 .072(the information is written with the same format, it is usually stored under different names. In the )J 40 398 :M -.024(Emerge context, a set of names of metadata for a given server is called a \322profile\323. A mapping of the )A 40 410 :M -.089(different search profiles, with the help of a \322meta-profile\323, is needed in order to do a search on several )A 40 422 :M .147(servers.)A 76 434 :M -.06(Once an object is selected, various kinds of data can be found about it, but usually in different )A 40 446 :M .05(formats.)A 76 458 :M 1.743 .174(When a search or a data processing is required on many objects, it can be less CPU-)J 40 470 :M .499 .05(consuming for the server to have a user script run on it and returning the global results, instead of )J 40 482 :M -.111(letting the user download all the files and process the data locally.)A 76 494 :M .546 .055(To summarise, a search for scientific data can be complex, and require specific processing )J 40 506 :M -.067(using a specific profile.)A 40 530 :M f586 sf 1.334(Z39.50)A 76 542 :M f435 sf .692 .069(Most protocols, like HTTP, are not adapted to the dialogue required between a user and a )J 40 554 :M -.016(library. Emerge is using ANSI/NISO Z39.50 \(Z39.50 1999\) \(ISO23950\), a standard well established )A 40 566 :M 2.711 .271(for bibliographic data, with scientific data. Z39.50 is a statefull protocol, allowing a real )J 40 578 :M .57 .057(communication between a client and a sever. Because of its modular design, most features can be )J 40 590 :M 2.985 .299(developed and added incrementally, and still maintain backward compatibility with older )J 40 602 :M -.115(implementations. The standard was originally designed to use the ISO/OSI \(International Organisation )A 40 614 :M .547 .055(for Standardisation / Open Systems Connection\) presentation layer protocol. However, nowadays, )J 40 626 :M -.104(most implementations are using TCP/IP. The features include)A f556 sf (\312)S f435 sf (:)S 50 638 :M (\245)S 58 638 :M -.212(initialising)A 50 650 :M (\245)S 58 650 :M -.094(controlling access)A f556 sf (\312)S f435 sf -.096(: per-session and/or per-operation)A 50 662 :M (\245)S 58 662 :M .303(searching)A f556 sf .118(\312)A f435 sf 1.066 .107(: done with a boolean query, in a well-known search format, with many operators )J 58 674 :M -.288(available)A 50 686 :M (\245)S 58 686 :M -.076(presenting records)A 146 686 :M f556 sf (\312)S f435 sf -.027(: a client can request a number of records matching some criteria, and because )A 58 698 :M -.082(whole records can be transmitted \(not only URLs\), it is possible to make use of their content)A 50 710 :M (\245)S 58 710 :M -.155(maintaining multiple search results)A 50 722 :M (\245)S 58 722 :M -.085(browsing)A f556 sf (\312)S f435 sf -.07(: its is possible to browse a database using the index terms or specific fields)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (78)S gR endp showpage %%Page: 79 79 %%BeginPageSetup initializepage (Damien ; page : 79 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 50 71 :M f435 sf (\245)S 58 71 :M -.038(sorting of results)A 50 83 :M (\245)S 58 83 :M -.159(explaining server capabilities)A 50 95 :M (\245)S 58 95 :M (controlling resources)S 160 95 :M f556 sf .212(\312)A f435 sf 1.514 .151(: a client can cancel a search or present a request in the middle of an )J 58 107 :M 2.117 .212(operation. It is also possible to get accounting information \(like the number of searches )J 58 119 :M -.057(performed\), which is useful for fee-based online services)A 50 131 :M (\245)S 58 131 :M .519 .052(extended services)J f556 sf (\312)S f435 sf .267 .027(: persistent or periodic queries can be executed by the server on behalf of the )J 58 143 :M -.139(client, database maintenance, etc\311)A 76 167 :M .397 .04(Many initiatives have been built on top of Z39.50)J f556 sf (\312)S f435 sf .557 .056(: GILS \(Global/Government Information )J 40 179 :M 1.469 .147(Locator Service, described in the Data Structures chapter\) provides a uniform way of locating )J 40 191 :M -.051(information \(not only online\) and is used to let people search the US government information. Isite is )A 40 203 :M -.095(a search system implementing Z39.50 and providing a simple user interface to it.)A 40 227 :M f586 sf 4.056 .406(Emerge Architecture)J 76 239 :M f435 sf .273 .027(As Emerge does not use indexes, its architecture does not require a \322gatherer\323 to index data )J 40 251 :M .261 .026(locally. Instead, the databases can be queried directly from the \322gateway\323. Various query standards )J 40 263 :M .092 .009(are supported by the gateway, but Z39.50 is the best supported. As implementing a Z39.50 server is )J 40 275 :M -.088(sometimes difficult, a component called \322Gazelle\323 \(formerly known as \322Pizzazd\323\) has been created to )A 40 287 :M -.069(become an interface easy to implement between Z39.50 and any database. As Gazelle is stored on the )A 40 299 :M .571 .057(server side and is an interface between the database and the gateway, it plays a role similar to the )J 40 311 :M -.074(gatherer in the other search frameworks.)A 76 323 :M -.017(The client and the gateway communicate with a protocol specific to Emerge, using XML. To )A 40 335 :M -.059(simplify the creation of new clients, a Java interface for this protocol, \322CTK\323, can be used to perform )A 40 347 :M -.109(all the XML parsing and network communication.)A 63 374 436 267 rC :a 0 0 0 0 0 0 0 0 0 0 64 64 :c 219 468 74 57 rF :e 0 G 219.5 468.5 73 56 rS 228 482 54 29 rC gR gS 223 446 64 65 rC 234 492 :M f466 sf .405 .041(Gazebo )J 231 506 :M 1 G 0 G .109(Gateway)A gR :a 0 0 0 0 0 0 0 0 0 0 64 64 :c gS 63 374 436 267 rC 64 434 62 57 rF :e 0 G 64.5 434.5 61 56 rS 67 448 56 29 rC gR :e gS 62 412 66 65 rC 69 458 :M 0 G f466 sf .737 .074(Non-Java )J 79 472 :M 1 G 0 G .267(Client)A gR :a 0 0 0 0 0 0 0 0 0 0 64 64 :c gS 63 374 436 267 rC 64 505 62 57 rF :e 0 G 64.5 505.5 61 56 rS 67 519 34 29 rC gR :e gS 62 483 44 65 rC 71 529 :M 0 G f466 sf .231 .023(Java )J 68 543 :M .267(Client)A gR 0 G gS 63 374 436 267 rC 106.5 505.5 19 56 rS 109 514 14 42 rC gR gS 104 478 24 78 rC 112 524 :M f466 sf (C)S 113 538 :M (T)S 112 552 :M (K)S gR gS 63 374 436 267 rC np 126 517 :M 137 513 :L 137 521 :L 126 517 :L eofill np 220 517 :M 209 521 :L 209 513 :L 220 517 :L eofill 90 128 517.5 @c np 126 480 :M 137 476 :L 137 484 :L 126 480 :L eofill np 220 480 :M 209 484 :L 209 476 :L 220 480 :L eofill 90 128 480.5 @c 163 502 25 14 rC gR gS 158 466 35 50 rC 163 512 :M f466 sf .166(XML)A gR gS 163 465 25 14 rC gR gS 158 429 35 50 rC 163 475 :M 1 G f466 sf 0 G .166(XML)A gR :a 0 0 0 0 0 0 0 0 0 0 64 64 :c gS 63 374 436 267 rC 364 477 62 28 rF :e 0 G 364.5 477.5 61 27 rS 373 485 42 14 rC gR :e gS 368 449 52 50 rC 373 495 :M 0 G f466 sf .221(Gazelle)A gR 0 G gS 63 374 436 267 rC np 293 491 :M 304 487 :L 304 495 :L 293 491 :L eofill np 365 491 :M 354 495 :L 354 487 :L 365 491 :L eofill 68 295 491.5 @c np 293 481 :M 300 472 :L 304 480 :L 293 481 :L eofill np 388 423 :M 381 432 :L 377 424 :L 388 423 :L eofill -1 -1 295 480 1 1 386 424 @b np 293 502 :M 304 503 :L 300 511 :L 293 502 :L eofill np 388 560 :M 377 559 :L 381 551 :L 388 560 :L eofill 294 504 -1 1 387 558 1 294 503 @a np 293 517 :M 303 522 :L 297 528 :L 293 517 :L eofill np 388 620 :M 378 615 :L 384 609 :L 388 620 :L eofill 294 519 -1 1 387 618 1 294 518 @a 310 477 38 14 rC gR gS 305 441 48 50 rC 310 487 :M f466 sf .13(Z39.50)A gR gS 339 519 25 14 rC gR gS 334 483 35 50 rC 339 529 :M f466 sf .496(SQL)A gR gS 313 434 38 14 rC gR gS 308 398 48 50 rC 313 444 :M f466 sf .13(Z39.50)A gR gS 313 602 65 25 rC gR gS 308 566 75 61 rC 319 612 :M f466 sf -.022(OpenText)A f873 sf ( )S 321 624 :M .084(\(proprietary\))A gR gS 63 374 436 267 rC np 426 491 :M 437 487 :L 437 495 :L 426 491 :L eofill np 461 491 :M 450 495 :L 450 487 :L 461 491 :L eofill 31 428 491.5 @c 199 374 162 15 rC gR gS 194 338 172 51 rC 206 385 :M f888 sf 3.688 .369(Emerge Architecture)J gR gS 63 374 436 267 rC .8 1 .8 :F 34 11 406 437.5 @j 0 G 33 10 406 437.5 @f .8 1 .8 :F 389 412 34 26 rF 0 G 396 424 20 14 rC gR gS 391 388 30 50 rC 397 434 :M .8 1 .8 :F f466 sf 0 G .333(DB)A gR .8 1 .8 :F gS 63 374 436 267 rC 34 11 406 412.5 @j 0 G 33 10 406 412.5 @f 27 389.5 412 @w 27 422.5 412 @w .8 1 .8 :F 34 11 480 503.5 @j 0 G 33 10 480 503.5 @f .8 1 .8 :F 463 478 34 26 rF 0 G 470 490 20 14 rC gR gS 465 454 30 50 rC 471 500 :M f466 sf 0 G .333(DB)A gR gS 63 374 436 267 rC 34 11 480 478.5 @j 0 G 33 10 480 478.5 @f 27 463.5 478 @w 27 496.5 478 @w .8 1 .8 :F 34 11 406 573.5 @j 0 G 33 10 406 573.5 @f .8 1 .8 :F 389 548 34 26 rF 0 G 396 560 20 14 rC gR gS 391 524 30 50 rC 397 570 :M f466 sf 0 G .333(DB)A gR gS 63 374 436 267 rC 34 11 406 548.5 @j 0 G 33 10 406 548.5 @f 27 389.5 548 @w 27 422.5 548 @w .8 1 .8 :F 34 11 406 633.5 @j 0 G 33 10 406 633.5 @f .8 1 .8 :F 389 608 34 26 rF 0 G 396 620 20 14 rC gR gS 391 584 30 50 rC 397 630 :M f466 sf 0 G .333(DB)A gR gS 63 374 436 267 rC 34 11 406 608.5 @j 0 G 33 10 406 608.5 @f 27 389.5 608 @w 27 422.5 608 @w gR 0 G gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (79)S gR endp showpage %%Page: 80 80 %%BeginPageSetup initializepage (Damien ; page : 80 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC 68 62 425 296 rC :a 0 0 0 0 0 0 0 0 0 0 64 64 :c 94 81 369 275 rF :e 0 G 94.5 81.5 368 274 rS 117.5 96.5 61 166 rS 126 158 45 42 rC gR gS 121 122 55 78 rC 136 168 :M f466 sf (XML )S 128 182 :M .584 .058(Parsing )J 133 196 :M .248(Layer)A gR gS 68 62 425 296 rC 245.5 104.5 64 56 rS 248 118 56 29 rC gR gS 243 82 66 65 rC 253 128 :M f466 sf 1.035 .104(Schema )J 248 142 :M .111(Translator)A gR gS 68 62 425 296 rC 245.5 198.5 64 55 rS 248 212 56 28 rC gR gS 243 176 66 64 rC 259 222 :M f466 sf -.056(Result )A 250 236 :M (Formatter)S gR gS 68 62 425 296 rC np 246 132 :M 235 136 :L 235 128 :L 246 132 :L eofill 65 179 132.5 @c np 179 226 :M 190 222 :L 190 230 :L 179 226 :L eofill 65 181 226.5 @c 381.5 96.5 61 38 rS 383 101 57 28 rC gR gS 378 65 67 64 rC 389 111 :M f466 sf .366 .037(Protocol )J 389 125 :M .333(Handler)A gR gS 68 62 425 296 rC 381.5 158.5 61 39 rS 383 164 57 28 rC gR gS 378 128 67 64 rC 389 174 :M f466 sf .366 .037(Protocol )J 389 188 :M .333(Handler)A gR gS 68 62 425 296 rC 381.5 220.5 61 39 rS 383 226 57 28 rC gR gS 378 190 67 64 rC 389 236 :M f466 sf .366 .037(Protocol )J 389 250 :M .333(Handler)A gR gS 68 62 425 296 rC np 382 113 :M 372 118 :L 371 110 :L 382 113 :L eofill -1 -1 311 119 1 1 380 113 @b np 382 173 :M 371 172 :L 375 164 :L 382 173 :L eofill 310 133 -1 1 381 172 1 310 132 @a np 382 235 :M 372 230 :L 379 224 :L 382 235 :L eofill 310 148 -1 1 381 233 1 310 147 @a np 310 213 :M 313 202 :L 320 207 :L 310 213 :L eofill -1 -1 312 212 1 1 381 118 @b np 310 227 :M 317 218 :L 321 226 :L 310 227 :L eofill -1 -1 312 226 1 1 381 183 @b np 310 237 :M 321 234 :L 320 242 :L 310 237 :L eofill 311 238 -1 1 382 243 1 311 237 @a np 443 115 :M 454 111 :L 454 119 :L 443 115 :L eofill np 487 115 :M 476 119 :L 476 111 :L 487 115 :L eofill 40 445 115.5 @c np 443 178 :M 454 174 :L 454 182 :L 443 178 :L eofill np 487 178 :M 476 182 :L 476 174 :L 487 178 :L eofill 40 445 178.5 @c np 443 240 :M 454 236 :L 454 244 :L 443 240 :L eofill np 487 240 :M 476 244 :L 476 236 :L 487 240 :L eofill 40 445 240.5 @c np 118 132 :M 107 136 :L 107 128 :L 118 132 :L eofill 41 75 132.5 @c np 75 226 :M 86 222 :L 86 230 :L 75 226 :L eofill 41 77 226.5 @c np 276 298 :M 272 287 :L 280 287 :L 276 298 :L eofill np 276 254 :M 280 265 :L 272 265 :L 276 254 :L eofill 40 276.5 256 @w 278 271 21 14 rC gR gS 273 235 31 50 rC 278 281 :M f466 sf -.166(CGI)A gR gS 195 62 173 15 rC gR gS 190 26 183 51 rC 208 73 :M f888 sf 3.969 .397(Gazebo Architecture)J gR gS 182 101 53 28 rC gR gS 177 65 63 64 rC 186 111 :M f466 sf -.043(Abstract )A 192 125 :M .083(Query)A gR gS 188 195 52 28 rC gR gS 183 159 62 64 rC 197 205 :M f466 sf -.056(Result )A 192 219 :M .055(Records)A gR gS 68 62 425 296 rC .8 1 .8 :F 73 16 275.5 338 @j 0 G 72 15 275.5 338 @f .8 1 .8 :F 239 302 73 36 rF 73 15 275.5 302.5 @j 0 G 72 14 275.5 302.5 @f 37 239.5 302 @w 37 311.5 302 @w 243 314 62 29 rC gR gS 238 278 72 65 rC 245 324 :M f466 sf .168 .017(Formatting )J 253 338 :M .333(Service)A gR gS 4 26 553 709 rC 76 382 :M f435 sf .754 .075(The Gazebo gateway is the link between the clients and the servers. It transforms a client )J 40 394 :M .666 .067(query into queries understandable by the servers. Like Z39.50, it is based on an abstract data and )J 40 406 :M -.002(query model, but unlike Z39.50 it is also based on an abstract model of search attributes, which map )A 40 418 :M 2.406 .241(to parameters passed to the target data sources. This mapping is used to express semantic )J 40 430 :M 2.039 .204(equivalences between different metadata schemas and thus make interoperable search across )J 40 442 :M .632 .063(heterogeneous data collections possible. The schemas available in Gazebo can be obtained by the )J 40 454 :M .294 .029(client with the client-gateway protocol in XML. The above graph shows an abstract query decoded )J 40 466 :M -.062(with the XML Parsing Layer, and transformed by the Schema Translator into different queries for the )A 40 478 :M -.047(servers, with their own schemas. The queries are sent to the servers with their own Protocol Handlers )A 40 490 :M -.042(\(although Z39.50 is recommended, other protocols can be used\).)A 76 502 :M -.002(The client can request the results in short or full form \(this is a Z39.50 feature\), and get them )A 40 514 :M .855 .086(asynchronously \(the queries are executed separately but at the same time, and each result can be )J 40 526 :M -.084(displayed by the client when it is returned\). The records can be returned in any format, and scripts can )A 40 538 :M .072 .007(be used to convert the formats returned by the servers into other formats \(including binary formats\), )J 40 550 :M -.109(like HTML.)A 76 562 :M -.068(Finally, Gazebo is highly configurable, with an XML configuration format.)A 40 586 :M f586 sf 2.627 .263(Emerge and AML)J 76 598 :M f435 sf -.033(A new server has been created with Gazelle to query the servers providing AML documents)A 516 598 :M f556 sf -.08(\312)A f435 sf -.254(: )A 40 610 :M .204 .02(NED, Simbad, ADS, the Benn&Martin database, and the ADIL \(Astronomy Digital Image Library, )J 40 622 :M 1.64 .164(described in the following section\). This lets a users query these servers, although the search )J 40 634 :M -.051(possibilities are currently very limited)A f556 sf (\312)S f435 sf -.052(: only an identifier can be used; a better search would require a )A 40 646 :M -.129(direct access to these databases and a specific implementation for each.)A 76 658 :M .008 .001(When the gateway returns AML documents \(as full records\), they are displayed by the client )J 40 670 :M -.051(with the AML browser. Other helpers are used for other documents, such as the ICE HTML \(ICEsoft )A 40 682 :M 1.667 .167(1999\) viewer for HTML documents, or the Horizon Image Browser \(NCSA 1999b\) for FITS )J 40 694 :M .206 .021(images. From a returned document, a user can still navigate with the AML browser, using the links )J 40 706 :M -.099(between the AML document, thus using a mix of query/result search and navigational search.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (80)S gR endp showpage %%Page: 81 81 %%BeginPageSetup initializepage (Damien ; page : 81 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 86 :M f571 sf 14 u571 :p 285 :m 3.648 .365(Possible extensions and future frameworks)J 40 110 :M f586 sf 3.576 .358(Unifying Emerge and Harvest)J 76 122 :M f435 sf .074 .007(The main problem with Emerge is the difficulty to create a new server, especially for simple )J 40 134 :M .844 .084(collections of documents without any associated software. As shown in the graph of the Emerge )J 40 146 :M 1.108 .111(architecture, it is designed for \322DB\323 \(databases\) servers, as if all the scientific data was strictly )J 40 158 :M 2.488 .249(structured and stored in a DBMS \(Database Management System\) having at least an SQL )J 40 170 :M .229 .023(implementation. Unfortunately, it is not the case)J f556 sf (\312)S f435 sf .203 .02(: many servers just have collections of documents, )J 40 182 :M -.118(and the software is very limited)A f556 sf -.05(\312)A f435 sf -.122(: any implementation of complex boolean queries is difficult.)A 76 194 :M 1.442 .144(On the other side, Harvest can index automatically collections of documents in various )J 40 206 :M 1.089 .109(formats \(including not-well-structured formats like HTML\), and execute boolean queries on the )J 40 218 :M .614 .061(indexed fields. But Harvest queries are limited to simple boolean queries and is far from letting a )J 40 230 :M -.093(client send a procedure to be executed on the server. Its protocol does not allow much interaction.)A 76 242 :M .556 .056(A better framework would use the best of Emerge and Harvest)J f556 sf .059(\312)A f435 sf .525 .052(: it would manage complex )J 40 254 :M .48 .048(queries, map attributes, and use a database of indexed information with a gateway/broker, and use )J 40 266 :M .265 .027(gatherers or not on the server side. Some servers would require direct queries, possibly complex or )J 40 278 :M 2.544 .254(specific, and others would just provide indexed information that can be transferred to the )J 40 290 :M -.056(gateway/broker and used without querying the servers.)A 40 314 :M f586 sf 3.26 .326(Using XML and XQL)J 76 326 :M f435 sf -.069(When the servers provide XML documents, it becomes easy to build a \322plug-and-play\323 server )A 40 338 :M 1.25 .125(for a search framework. The XML documents can be searched in an XML database, or simply )J 40 350 :M -.039(indexed automatically like other documents, with attribute/value pairs. The only information missing )A 40 362 :M -.074(for that in the DTD is whether an element is \322searchable\323 or not \(i.e. useful for a search\), but a simple )A 40 374 :M -.078(software could let a provider create a configuration file from the DTD, with a graphic user interface if )A 40 386 :M .019 .002(necessary \(it would be the equivalent of mapping the SGML elements to SOIF attributes in Harvest, )J 40 398 :M .608 .061(except that it could be done simply by selecting the searchable elements\). Reducing XML data to )J 40 410 :M .157 .016(simple attribute/value pairs is not the best solution, because the structural information can be lost in )J 40 422 :M -.06(the process. Also, XML-specific queries can make a better use of XML documents, but unfortunately )A 40 434 :M .48 .048(there is no standard query language for XML at the moment. When an \322XQL\323 query language for )J 40 446 :M -.059(XML will exist, it will be used to query collection of XML documents, and hopefully an extension of )A 40 458 :M -.076(Z39.50 will support it; \322flat\323 attribute/value pairs is just a special case of structured data, so backward )A 40 470 :M .811 .081(compatibility will not be threatened by this evolution, and search frameworks should support the )J 40 482 :M -.094(general case of structured data.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (81)S gR endp showpage %%Page: 82 82 %%BeginPageSetup initializepage (Damien ; page : 82 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 76 :M f213 sf .186 .019(VIII. )J f481 sf 18 u481 :p 278.035 :m .722 .072(OTHER COLLABORATIVE WORK)J 76 102 :M f435 sf .257 .026(The principles and tools previously defined can be applied to many projects. The ADIL, for )J 40 114 :M .397 .04(example, is a good test case for the internal database structure, because it is using various kinds of )J 40 126 :M .406 .041(multimedia information. Since exchange of information is also important for the ADIL, it is also a )J 40 138 :M 2.147 .215(good test case for this. Other projects, like ISAIA, have a larger point of view and aim at )J 40 150 :M -.089(standardising information exchange among different disciplines or sub-disciplines.)A 40 177 :M f571 sf 14 u571 :p 281.001 :m 3.978 .398(ADIL \(Astronomy Digital Image Library\))J 40 201 :M f586 sf 3.305 .33(Principles \(Plante , Crutcher & McGrath, 1998\))J 40 225 :M f435 sf 1.8 .18(The fast increase of instrument\325s data production rate, occurring throughout all observational )J 40 237 :M .007 .001(astronomy, has led to a new challenge)J 224 237 :M f556 sf (\312)S f435 sf -.004(: processing and understanding the information at least as fast )A 40 249 :M 1.003 .1(as it is produced. The ADIL has been created in order to solve this problem, by improving data )J 40 261 :M -.074(gathering, access to the data, and links to high-performance analysis and visualisation tools.)A 76 285 :M -.084(The technical improvements, though, are only part of the answer)A 382 285 :M f556 sf (\312)S f435 sf -.116(: an evolution in the habits of )A 40 297 :M .704 .07(researchers is also important, and the ADIL should help astronomers to understand how they can )J 40 309 :M -.051(improve their manner of accessing and publishing information. In particular, shared processed data is )A 40 321 :M .547 .055(the key to allow comparisons and reuse of other works)J 311 321 :M f556 sf (\312)S f435 sf .382 .038(: the processing converts the image data to )J 40 333 :M -.072(physical units, so that knowledge of the instruments is no longer needed to understand the image.)A 76 357 :M -.001(Done as a professional courtesy, the practice of sharing processed data has traditionally been )A 40 369 :M .128 .013(an informal one)J f556 sf (\312)S f435 sf .108 .011(: an astronomer wishing to reuse processed data would contact the authors who had )J 40 381 :M .104 .01(published the original results based on the data and ask them for copies. The original authors would )J 40 393 :M -.068(then have to dig through their personal collection of archive tapes for the data and go to the trouble of )A 40 405 :M .841 .084(making a copy; since most researchers do not usually have the time or resources to keep a well-)J 40 417 :M .62 .062(maintained archive, there would be no guarantee that the desired data could be found and copied. )J 40 429 :M .371 .037(When the exchange is successful, the researcher must credit the original authors in any subsequent )J 40 441 :M -.021(publications, and she should consult the original publication to ensure that the data are used in a way )A 40 453 :M -.102(consistent with the constraints of the original experiment.)A 76 477 :M 1.014 .101(Although some observatories can now provide a good access to the data on the web \(for )J 40 489 :M -.091(instance, the CADC, Canadian Astronomy Data Center, distributes data calibrated \322on-the-fly\323\), there )A 40 501 :M .301 .03(are still smaller observatories that can not afford to maintain their own archives. Also, images with )J 40 513 :M -.04(physical quantities instead of just calibrated measurements of brightness, are usually not available on )A 40 525 :M .206 .021(the web.)J 76 549 :M 1.083 .108(The goal of the ADIL is to provide access to valuable image data that are otherwise not )J 40 561 :M -.062(available through other archives. Acting as an intermediary between scientists, it aims to not just ease )A 40 573 :M -.099(the exchange of data, but to encourage it. To ensure the quality of the data, the ADIL requires that it is )A 40 585 :M .031 .003(associated with a published article, and that the images are the fully processed versions which led to )J 40 597 :M -.031(the published results.)A 76 621 :M .072 .007(Although it might require a cultural change, the publishing of the processed data at the same )J 40 633 :M -.07(time as the article, together with efficient tools to access to the data, should greatly speed up the cycle )A 40 645 :M -.086(of publication, thus accelerating research as a whole.)A 40 681 :M f586 sf 4.132 .413(Current organisation)J 40 705 :M f435 sf .062 .006(As most databases in astronomy, the ADIL is working on a UNIX system \(Solaris\252\). It is based on )J 40 717 :M .659 .066(an HTML interface, Perl CGI scripts, Perl processing scripts, a mass storage with a cache simply )J 40 729 :M -.045(using UNIX file system mechanisms, and a Postgress\252 database to do SQL queries on the metadata. )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (82)S gR endp showpage %%Page: 83 83 %%BeginPageSetup initializepage (Damien ; page : 83 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .027 .003(The data flows, from an addition to the ADIL by an author to the browsing of the data by a user, are )J 40 83 :M -.067(represented in the following graph.)A 76 107 :M 1.025 .103(The ADIL stores information on a project in astronomy, the related article, and the fully )J 40 119 :M 1.022 .102(processed images used for the project. An author gives this information on the internet, with an )J 40 131 :M -.008(HTML interface to give a description, and via FTP to upload the data files. An \322electronic librarian\323 )A 40 143 :M -.024(can then transform the input automatically, extracting the metadata, to create a first set of documents )A 40 155 :M .563 .056(to be incorporated into the database. The human librarian checks the resulting documents and can )J 40 167 :M .068 .007(discuss with the author about them, before they are sent to the library shelves. The \322library shelves\323 )J 40 179 :M -.07(are actually a disk cache linked to the NCSA Mass Storage System \(MSS, a tape-based system of fast )A 40 191 :M 1.423 .142(drives\) for long-term storage. A summary of the article can also be sent to ADS, so that both )J 40 203 :M .411 .041(databases are in sync. The Postgress database, containing only the metadata used for searching the )J 40 215 :M -.067(documents, is also updated at this time.)A 76 239 :M 1.404 .14(A user can query the database with HTML forms. The query is processed by CGI Perl )J 40 251 :M .577 .058(scripts, which transform the query into SQL, send it to the Postgress database, and return a list of )J 40 263 :M -.002(matches in an HTML document. The metadata about the projects, images \(including a GIF preview\) )A 40 275 :M .717 .072(and articles can then be browsed by the user with other scripts accessing the library shelves. The )J 40 287 :M 1.358 .136(HTML documents browsed have numerous links to other documents in the ADIL and to ADS )J 40 299 :M -.083(documents. They also have links to the full FITS images, that can be retrieved via another Perl script.)A 91 314 380 402 rC np 396 365 :M 395 376 :L 387 372 :L 396 365 :L eofill -1 -1 324 504 1 1 395 366 @b np 390 458 :M 385 468 :L 379 461 :L 390 458 :L eofill -1 -1 331 511 1 1 388 459 @b np 288 540 :M 285 551 :L 278 545 :L 288 540 :L eofill -1 -1 242 593 1 1 286 541 @b np 390 547 :M 379 547 :L 381 540 :L 390 547 :L eofill 334 529 -1 1 389 546 1 334 528 @a np 321 367 :M 329 375 :L 321 378 :L 321 367 :L eofill np 390 513 :M 382 505 :L 390 502 :L 390 513 :L eofill 321 369 -1 1 390 511 1 321 368 @a np 248 672 :M 248 661 :L 256 664 :L 248 672 :L eofill np 299 549 :M 299 560 :L 291 557 :L 299 549 :L eofill -1 -1 249 671 1 1 298 550 @b np 130 583 :M 140 588 :L 134 594 :L 130 583 :L eofill np 219 681 :M 209 676 :L 215 670 :L 219 681 :L eofill 131 585 -1 1 218 679 1 131 584 @a np 183 593 :M 172 593 :L 176 584 :L 183 593 :L eofill 137 570 -1 1 182 592 1 137 569 @a np 209 566 :M 205 555 :L 213 555 :L 209 566 :L eofill 22 209.5 542 @w np 132 554 :M 138 544 :L 143 552 :L 132 554 :L eofill np 183 517 :M 177 527 :L 172 519 :L 183 517 :L eofill -1 -1 134 553 1 1 181 518 @b np 334 435 :M 345 431 :L 345 439 :L 334 435 :L eofill np 390 435 :M 379 439 :L 379 431 :L 390 435 :L eofill 52 336 435.5 @c np 234 433 :M 245 429 :L 245 437 :L 234 433 :L eofill np 283 433 :M 272 437 :L 272 429 :L 283 433 :L eofill 45 236 433.5 @c np 135 395 :M 146 397 :L 141 404 :L 135 395 :L eofill np 183 427 :M 172 425 :L 177 418 :L 183 427 :L eofill 136 397 -1 1 182 425 1 136 396 @a np 234 347 :M 244 352 :L 237 358 :L 234 347 :L eofill np 292 414 :M 282 409 :L 289 403 :L 292 414 :L eofill 235 349 -1 1 291 412 1 235 348 @a np 132 375 :M 138 365 :L 143 373 :L 132 375 :L eofill np 183 338 :M 177 348 :L 172 340 :L 183 338 :L eofill -1 -1 134 374 1 1 181 339 @b np 334 342 :M 345 338 :L 345 346 :L 334 342 :L eofill np 390 342 :M 379 346 :L 379 338 :L 390 342 :L eofill 52 336 342.5 @c .8 1 .8 :F 74 17 425 360.5 @j 0 G 73 16 425 360.5 @f .8 1 .8 :F 388 323 74 38 rF 391 337 67 25 rF 0 G 391 337 67 25 rC gR gS 386 301 77 61 rC 396 346 :M f715 sf -.172(Card Catalog)A 396 358 :M .8 1 .8 :F 0 G .44 .044(Postgres DB)J gR .8 1 .8 :F gS 91 314 380 402 rC 74 16 425 323 @j 0 G 73 15 425 323 @f 39 388.5 323 @w 39 461.5 323 @w .8 1 .8 :F 58 17 211 611.5 @j 0 G 57 16 211 611.5 @f .8 1 .8 :F 182 572 58 39 rF 0 G 183 583 56 37 rC gR gS 178 547 66 73 rC 201 592 :M 0 G f715 sf -.222(FTP )A 188 604 :M -.086(temporary )A 194 616 :M .8 1 .8 :F 0 G .11(storage)A gR gS 91 314 380 402 rC 58 17 211 572.5 @j 0 G 57 16 211 572.5 @f 40 182.5 572 @w 40 239.5 572 @w .8 1 .8 :F 81 18 428.5 458 @j 0 G 80 17 428.5 458 @f .8 1 .8 :F 388 418 81 40 rF 391 433 73 25 rF 0 G 391 433 73 25 rC gR gS 386 397 83 61 rC 393 442 :M 0 G f715 sf .043 .004(Library Shelves)J 397 454 :M .8 1 .8 :F 0 G -.062(Mass Storage)A gR gS 91 314 380 402 rC 81 17 428.5 418.5 @j 0 G 80 16 428.5 418.5 @f 41 388.5 418 @w 41 468.5 418 @w .8 1 1 :F 308 343 26 @i 0 G 308 343 25.5 @e 291 326 34 36 rC gR gS 286 290 44 72 rC 293 335 :M 0 G f715 sf -.131(search )A 299 347 :M -.139(Perl )A 294 359 :M .019(scripts)A gR 0 G gS 91 314 380 402 rC 1 .8 .8 :F 114.5 385.5 22.5 @i 0 G 114.5 385.5 22 @e 96 381 34 12 rC gR gS 91 345 44 48 rC 103 390 :M f715 sf -.035(User)A gR gS 91 314 380 402 rC 1 .8 .8 :F 114.5 566.5 22.5 @i 0 G 114.5 566.5 22 @e 96 562 34 12 rC gR gS 91 526 44 48 rC 98 571 :M f715 sf .309(Author)A gR gS 91 314 380 402 rC .8 1 1 :F 308 525 26 @i 0 G 308 525 25.5 @e 291 510 34 37 rC gR gS 286 474 44 73 rC 291 519 :M f715 sf .581 .058(deposit )J 299 531 :M -.139(Perl )A 294 543 :M .019(scripts)A gR gS 91 314 380 402 rC .8 1 1 :F 308 434 26 @i 0 G 308 434 25.5 @e 288 419 39 37 rC gR gS 283 383 49 73 rC 290 428 :M f715 sf -.148(retrieval )A 298 440 :M -.139(Perl )A 293 452 :M .019(scripts)A gR gS 91 314 380 402 rC 184 499 50 43 rF 184.5 499.5 49 42 rS 1 1 .8 :F 182 497 49 42 rF 0 G 182.5 497.5 48 41 rS 184 501 43 36 rC gR gS 179 465 53 72 rC 192 510 :M f715 sf -.248(HTML )A 189 522 :M .581 .058(deposit )J 186 534 :M .082(interface)A gR gS 91 314 380 402 rC 1 .8 .8 :F 238.5 691.5 22.5 @i 0 G 238.5 691.5 22 @e 218 680 41 25 rC gR gS 213 644 51 61 rC 222 689 :M f715 sf -.201(Human )A 219 701 :M -.111(Librarian)A gR gS 91 314 380 402 rC 391 514 50 66 rF 391.5 514.5 49 65 rS 1 1 .8 :F 389 512 49 65 rF 0 G 389.5 512.5 48 64 rS 391 516 45 61 rC gR gS 386 480 55 97 rC 396 525 :M f715 sf -.042(external )A 407 537 :M -.334(DB )A 394 549 :M -.013(interface )A 403 561 :M .146 .015(\(e.g. )J 402 573 :M .038(ADS\))A gR gS 91 314 380 402 rC 184 319 50 43 rF 184.5 319.5 49 42 rS 1 1 .8 :F 182 317 49 42 rF 0 G 182.5 317.5 48 41 rS 184 321 43 36 rC gR gS 179 285 53 72 rC 192 330 :M f715 sf -.248(HTML )A 191 342 :M -.131(search )A 186 354 :M .082(interface)A gR gS 91 314 380 402 rC 184 408 50 43 rF 184.5 408.5 49 42 rS 1 1 .8 :F 182 406 49 42 rF 0 G 182.5 406.5 48 41 rS 186 410 41 36 rC gR gS 181 374 51 72 rC 193 419 :M f715 sf -.248(HTML )A 190 431 :M (browse )S 187 443 :M .082(interface)A gR gS 91 314 380 402 rC np 234 338 :M 245 334 :L 245 342 :L 234 338 :L eofill np 283 338 :M 272 342 :L 272 334 :L 283 338 :L eofill 45 236 338.5 @c gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (83)S gR endp showpage %%Page: 84 84 %%BeginPageSetup initializepage (Damien ; page : 84 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 83 :M f586 sf 2.872 .287(Study of the database in order to improve the structure)J 40 108 :M f347 sf .84 .084(Data structures)J 76 120 :M f435 sf .31 .031(The \322library shelves\323, containing the data and the metadata, are stored within a hierarchical )J 40 132 :M -.023(directory structure on the disk, as shown in the next graph. The first level is a list of years. Each year )A 40 144 :M 1.291 .129(directory contains a list of authors having deposited at least one project that year. Each author )J 40 156 :M .234 .023(directory contains a numbered list of project. Each project directory contains folders for the images )J 40 168 :M .696 .07(and information on project. The information on the project is composed of a metadata file with a )J 40 180 :M .961 .096(specific format \(prj.md\), and an abstract describing the project \(Abstract.txt\). Each image folder )J 40 192 :M .182 .018(contains the fits image or a link to the fits image on the MSS \(img.fits\), a metadata file \(img.md\), a )J 40 204 :M .452 .045(file with the FITS header \(without the history\) \(img.hdr\), another one with the history of the FITS )J 40 216 :M -.052(document \(which can be very long and thus doesn\325t mix well with the rest of the metadata\) \(img.his\), )A 40 228 :M .059 .006(and a GIF or MPEG preview \(prv.gif and/or prv.mpg\).)J 76 252 :M -.001(There is a redundancy between the metadata file and the FITS header \(which exists both as a )A 40 264 :M -.037(separate file and in the FITS file\), but only the metadata file is used with the ADIL. The FITS header )A 40 276 :M .15 .015(can be displayed to the user, because its format is known to most astronomers, and the FITS header )J 40 288 :M .048 .005(in the FITS file is never used \(the FITS file is never changed once it has been deposited, and its size )J 40 300 :M -.012(is usually much smaller than the image, so it is not necessary to split it and combine it when the user )A 40 312 :M .152 .015(downloads it\).)J 44 327 474 342 rC 227 290.5 341 @w 228 177 397.5 @c .5 G 30 177.5 397 @w 0 G 228 177 454.5 @c 279 327 22 12 rC gR gS 274 291 32 48 rC 280 336 :M f435 sf -.109(root)A gR gS 273 383 12 12 rC gR gS 268 347 22 48 rC 273 392 :M f435 sf (95)S gR gS 44 327 474 342 rC .5 G 30 404.5 397 @w 171 383 12 12 rC gR gS 166 347 22 48 rC 171 392 :M f435 sf (94)S gR gS 398 383 12 12 rC gR gS 393 347 22 48 rC 398 392 :M f435 sf (96)S gR gS 270 443 16 12 rC gR gS 265 407 26 48 rC 270 452 :M f435 sf -.667(DR)A gR gS 86 389 25 12 rC gR gS 81 353 35 48 rC 86 398 :M f435 sf -.078(years)A gR gS 86 446 35 12 rC gR gS 81 410 45 48 rC 86 455 :M f435 sf -.053(authors)A gR gS 171 443 15 12 rC gR gS 166 407 25 48 rC 171 452 :M f435 sf -.334(AS)A gR gS 396 443 15 12 rC gR gS 391 407 25 48 rC 396 452 :M f435 sf .325(RP)A gR gS 44 327 474 342 rC .5 G 29 177.5 454 @w 29 404.5 454 @w 86 502 43 12 rC gR gS 81 466 53 48 rC 86 511 :M f435 sf -.14(projects)A gR gS 44 327 474 342 rC 228 177 511.5 @c 273 497 12 12 rC gR gS 268 461 22 48 rC 273 506 :M f435 sf (02)S gR gS 171 497 12 12 rC gR gS 166 461 22 48 rC 171 506 :M f435 sf (01)S gR gS 398 497 12 12 rC gR gS 393 461 22 48 rC 398 506 :M f435 sf (03)S gR gS 44 327 474 342 rC .5 G 29 177.5 511 @w 29 403.5 511 @w 86 559 43 36 rC gR gS 81 523 53 72 rC 86 568 :M f435 sf -.165(images )A 86 580 :M -.109(and )A 86 592 :M -.219(project)A gR gS 44 327 474 342 rC 115 148 567.5 @c 199 553 12 12 rC gR gS 194 517 22 48 rC 199 562 :M f435 sf (02)S gR gS 143 553 12 12 rC gR gS 138 517 22 48 rC 143 562 :M f435 sf (01)S gR gS 256 553 12 12 rC gR gS 251 517 22 48 rC 256 562 :M f435 sf (03)S gR gS 44 327 474 342 rC .5 G 30 148.5 567 @w 30 262.5 567 @w 0 G 228 262 567.5 @c 58 205.5 567 @w 463 655 51 12 rC gR gS 458 619 61 48 rC 465 664 :M f435 sf -.131(other files)A gR gS 44 327 474 342 rC 29 404.5 624 @w 58 375.5 567 @w 58 489.5 567 @w 327 655 40 12 rC gR gS 322 619 50 48 rC 331 664 :M f435 sf .068(prj.md)A gR gS 372 655 65 12 rC gR gS 367 619 75 48 rC 377 664 :M f435 sf -.119(Abstract.txt)A gR gS 44 327 474 342 rC 58 460 624.5 @c .5 G 29 460.5 624 @w 29 489.5 624 @w 29 517.5 624 @w 0 G 228 63 624.5 @c 151 655 51 13 rC gR gS 146 619 61 49 rC 160 664 :M f435 sf .113(prv.gif)A gR gS 44 327 474 342 rC 29 120.5 624 @w 29 177.5 624 @w 29 233.5 624 @w 208 655 53 12 rC gR gS 203 619 63 48 rC 216 664 :M f435 sf .055(img.his)A gR gS 95 655 52 12 rC gR gS 90 619 62 48 rC 103 664 :M f435 sf (img.fits)S gR gS 44 327 474 342 rC 29 290.5 624 @w 267 655 46 13 rC gR gS 262 619 56 49 rC 271 664 :M f435 sf .057(img.hdr)A gR gS 480 553 22 12 rC gR gS 475 517 32 48 rC 480 562 :M f435 sf -.22(misc)A gR gS 44 327 474 342 rC 58 347 624.5 @c 367 553 20 12 rC gR gS 362 517 30 48 rC 367 562 :M f435 sf (Info)S gR gS 44 327 474 342 rC 29 63.5 624 @w 44 655 41 12 rC gR gS 39 619 51 48 rC 46 664 :M f435 sf (img.md)S gR gS 44 327 474 342 rC 29 347.5 624 @w gR gS 4 26 553 709 rC 76 705 :M f435 sf -.122(The metadata files use the following format)A f556 sf -.05(\312)A f435 sf -.119(: they are composed of attribute/value pairs, with a )A 40 717 :M -.099(type encoded on one character. The value can be a list of values, separated by a pipe character.)A 76 729 :M -.097(Here is a description of this format)A f556 sf (\312)S f435 sf (:)S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (84)S gR endp showpage %%Page: 85 85 %%BeginPageSetup initializepage (Damien ; page : 85 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 83 :M f616 sf -.598(NOTES)A 40 94 :M -.495( o All lists delimited by |.)A 40 105 :M -.501( o Types: s = string)A 76 116 :M -.513( b = boolean)A 76 127 :M -.513( i = integer)A 76 138 :M -.501( d = floating point)A 40 160 :M -.51(PROJECT METADATA)A 40 171 :M -.488(codename :s: an ADIL identifier for a data object)A 40 182 :M -.492(author :s: the list of authors.)A 112 193 :M -.491( Format: LAST:FIRST[|LAST:FIRST]*)A 40 204 :M -.491(title :s: title of an ADIL project)A 40 215 :M -.485(reference :s: list of literature references describing this project)A 112 226 :M -.488( and its data; each given by a bibcode; non-valid)A 112 237 :M -.493( bibcodes are preceded by a !.)A 40 248 :M -.487(issurvey :b: if true, images are part of a sky survey)A 40 259 :M -.485(relproj :s: list of ADIL projects related to this one, each given)A 112 270 :M -.5( as an ADIL codename)A 40 281 :M -.486(contact :s: The name of the person to contact about this project)A 40 292 :M -.489(email :s: email address of contact person)A 40 303 :M -.489(depdate :s: date/time of deposit of project)A 40 314 :M -.486(uauthor :s: a representation of the author list to appear in)A 112 325 :M -.496( online preview documents.)A 40 336 :M -.486(priority :i: a measure of the data object's mortality in the disk)A 112 347 :M -.488( cache; a high value means it will last longer in)A 112 358 :M -.493( the cache before being purged.)A 40 369 :M -.485(pubinterest :i: a guess as to how interesting this image may be to the)A 112 380 :M -.507( general public)A 40 391 :M -.489(copyright :s: the copyright year and holder)A 40 402 :M -.486(crhandle :s: an identifier for the the copyright \(used to locate)A 112 413 :M -.492( the complete copyright statement.)A 40 424 :M -.494(comment :s: general comment)A 40 446 :M -.515(IMAGE METADATA)A 40 457 :M -.487(ra_min :d: minimum right ascension covered by image)A 40 468 :M -.485(ra :d: identifying right ascension of image \(usually image center\))A 40 479 :M -.487(ra_max :d: minimum right ascension covered by image)A 40 490 :M -.485(dec_min :d: minimum declination covered by image )A 40 501 :M -.485(dec :d: identifying declination of image \(usually image center\))A 40 512 :M -.485(dec_max :d: maximum declination covered by image )A 40 523 :M -.485(restfreq :d: rest frequency of primary spectral line being imaged )A 40 534 :M -.485(freq_min :d: minimum frequency covered by image )A 40 545 :M -.485(freq :d: identifying frequency of image \(usually image center\))A 40 556 :M -.485(freq_max :d: maximum frequency covered by image )A 40 567 :M -.485(species :s: chemical formula for spectral line species being imaged)A 40 578 :M -.488(transit :s: the transition of the spectral line)A 40 589 :M -.485(objname :s: list of names of objects included in image \(should be )A 40 600 :M -.485( standard name recognized by SIMBAD whenever possible\))A 40 611 :M -.487(objtype :s: list of object types included in image)A 40 622 :M -.495(telescope :s: telescope name)A 40 633 :M -.486(uname :s: name given to image FITS file by contributing author)A 40 644 :M -.491(filesize :i: size of FITS file in kB)A 40 655 :M -.49(EPOCH :f: value of FITS keyword EPOCH)A 40 666 :M -.49(BUNIT :s: value of FITS keyword BUNIT)A 40 677 :M -.49(NAXIS :i: value of FITS keyword NAXIS)A 40 688 :M -.486(NAXIS1 :i: value of FITS keyword NAXIS1 \(when applicable\))A 40 699 :M -.486(NAXIS2 :i: value of FITS keyword NAXIS2 \(when applicable\))A 40 710 :M -.486(NAXIS3 :i: value of FITS keyword NAXIS3 \(when applicable\))A 40 721 :M -.486(NAXIS4 :i: value of FITS keyword NAXIS4 \(when applicable\))A 40 732 :M -.487(prvannot :s: annotation to display with preview image)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (85)S gR endp showpage %%Page: 86 86 %%BeginPageSetup initializepage (Damien ; page : 86 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.485(prvplane :i: the slice within the image shown in the preview image)A 40 82 :M -.486(prvscale :d: the scale factor needed to produce the preview from)A 112 93 :M -.51( original FITS)A 40 104 :M -.486(prvclrmap :s: the colormap file needed to produce the preview from)A 112 115 :M -.51( original FITS)A 40 126 :M -.485(prvmin :d: the minimum data value needed to produce the preview from)A 112 137 :M -.51( original FITS)A 40 148 :M -.485(prvmax :d: the maximum data value needed to produce the preview from)A 112 159 :M -.51( original FITS)A 40 170 :M -.487(prvsub :d: the subregion shown in the preview image)A 40 181 :M -.488(description :s: a general description of the image)A 40 192 :M -.486(prvxscale :d: the x scaling needed to produce the preview from)A 112 203 :M -.492( original FITS \(overrides prvscale\))A 40 214 :M -.486(prvyscale :d: the y scaling needed to produce the preview from)A 112 225 :M -.492( original FITS \(overrides prvscale\))A 40 236 :M -.486(prvrotate :d: the rotation needed to produce the preview from)A 112 247 :M -.51( original FITS)A 40 283 :M f347 sf 1.195 .12(Software structures)J 76 295 :M f435 sf 1.298 .13(Most of the internal software for the ADIL is written in Perl \(Songline 1999\). Perl is a )J 40 307 :M .28 .028(powerful and dense scripting language, very used for CGI scripts on UNIX. However, Perl version )J 40 319 :M .184 .018(4, which was used in the ADIL, is not object-oriented. Also, it is reliant on the operating system)J f556 sf (\312)S f435 sf .071 .007(: it )J 40 331 :M .083 .008(could be ported from one UNIX to another, but it would be very difficult to port a collection of Perl )J 40 343 :M 1.143 .114(scripts to a non-UNIX system. Some people may argue that it is possible to write good object-)J 40 355 :M -.07(oriented multi-platform software with Perl5, but in practice, a programming language like Perl incites )A 40 367 :M 1.105 .111(people to write quickly a non-reusable code. Perl scripts are usually difficult to maintain if one )J 40 379 :M -.101(doesn\325t pay extra attention about maintenance questions, especially for big projects.)A 76 403 :M .408 .041(The software structure for the ADIL is not very well defined)J 374 403 :M f556 sf .083(\312)A f435 sf .589 .059(: it is difficult to know which )J 40 415 :M .535 .053(piece of software uses which other piece of software. However, there are a number of Perl library )J 40 427 :M 1.553 .155(files, with precise tasks, and a defined interface \(this precise interface can only be defined as )J 40 439 :M -.064(comments, not in the Perl language\). These libraries are generally used by CGI scripts.)A 40 475 :M f586 sf 3.808 .381(Transformation into XML)J 40 500 :M f347 sf .959 .096(Why XML ?)J 40 512 :M f435 sf -.088(XML was chosen as a new format for the metadata for the following reasons)A f556 sf (\312)S f435 sf (:)S 50 524 :M (\245)S 58 524 :M -.14(more flexibility, lower maintenance cost;)A 50 536 :M (\245)S 58 536 :M -.022(it bring the internal structure closer to the published structure \(which is multimedia information\), )A 58 548 :M -.093(without losing the good properties of structured information;)A 50 560 :M (\245)S 58 560 :M .414 .041(it allows the publication of both a GUI with HTML, and reusable data with XML. XSL can be )J 58 572 :M -.121(used to transform an XML file into an HTML one;)A 50 584 :M (\245)S 58 584 :M .112 .011(less specific software is needed with XML and XSL)J 311 584 :M f556 sf (\312)S f435 sf .142 .014(: an XSL document is all that is required to )J 58 596 :M -.127(create HTML documents, and the transformation is defined in a declarative way;)A 50 608 :M (\245)S 58 608 :M 1.812 .181(to split the internal software and data structure into several modules with clearly defined )J 58 620 :M 1.05 .105(interfaces. An interface can be a DTD to specify the content of XML documents exchanged )J 58 632 :M -.068(between the modules.)A 40 657 :M f347 sf .444(How?)A 50 669 :M f435 sf (\245)S 58 669 :M -.166(with AML, to clearly separate the public information from ADIL-specific metadata)A 50 681 :M (\245)S 58 681 :M -.069(the ADIL-specific data has a DTD, which is combined with the AML DTD to get the whole DTD )A 58 693 :M -.029(for the documents. Since some metadata used in the ADIL are of general interest, they have been )A 58 705 :M -.137(added to AML.)A 50 717 :M (\245)S 58 717 :M 1.064 .106(The use of AML requires the separation of the metadata between several objects, with links )J 58 729 :M .716 .072(between them. The following objects are provided by the ADIL, and thus can have their own )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (86)S gR endp showpage %%Page: 87 87 %%BeginPageSetup initializepage (Damien ; page : 87 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 58 71 :M f435 sf -.079(AML documents)A f556 sf (\312)S f435 sf -.065(: PROJECT, IMAGE, ARTICLE. At the beginning of the study, it was not clear )A 58 83 :M .038 .004(whether the PROJECT and ARTICLE objects were two different objects, but the transformation )J 58 95 :M -.073(into AML helped us to understand better the data served by the ADIL, and its organisation. It also )A 58 107 :M -.122(resulted in the creation of a new AML object)A f556 sf (\312)S f435 sf -.166(: PROJECT.)A 50 119 :M (\245)S 58 119 :M -.069(XSL stylesheets are defined for the transformation into HTML, as described below.)A 40 155 :M -.035(Here is the resulting DTD for the ADIL. Most of the metadata information is in AML \(and not here\), )A 40 167 :M -.092(because it is of public interest.)A 40 203 :M f616 sf -.498()A 40 225 :M -.485()A 40 247 :M -.507()A 40 280 :M -.493()A 40 291 :M -.486()A 40 302 :M -.498()A 40 324 :M -.493()A 40 335 :M -.488()A 40 368 :M -.493()A 40 379 :M -.486()A 40 423 :M -.491()A 40 434 :M -.486()A 40 467 :M -.493()A 40 478 :M -.488()A 40 533 :M -.485()A 40 555 :M -.51()A 40 588 :M -.493()A 40 599 :M -.49()A 40 610 :M -.494()A 40 621 :M -.5()A 40 643 :M -.493()A 40 654 :M -.487()A 40 665 :M -.494()A 40 676 :M -.49()A 40 698 :M -.494()A 40 709 :M -.486()A 40 731 :M -.494()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (87)S gR endp showpage %%Page: 88 88 %%BeginPageSetup initializepage (Damien ; page : 88 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.49()A 40 93 :M -.485()A 40 126 :M -.494()A 40 137 :M -.488()A 40 159 :M -.494()A 40 170 :M -.485()A 40 192 :M -.494()A 40 203 :M -.487()A 40 236 :M -.494()A 40 247 :M -.485()A 40 269 :M -.494()A 40 280 :M -.485()A 40 313 :M -.494()A 40 324 :M -.485()A 40 357 :M -.494()A 40 368 :M -.487()A 40 390 :M -.494()A 40 401 :M -.486()A 40 434 :M -.494()A 40 445 :M -.486()A 40 478 :M -.494()A 40 489 :M -.487()A 40 522 :M -.486()A 40 533 :M -.508()A 40 577 :M -.494()A 40 588 :M -.488()A 40 599 :M -.51()A 40 632 :M -.496()A 40 643 :M -.486()A 40 665 :M -.494()A 40 676 :M -.488()A 40 687 :M -.51()A 40 720 :M -.494()A 40 731 :M -.489()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (88)S gR endp showpage %%Page: 89 89 %%BeginPageSetup initializepage (Damien ; page : 89 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.51()A 40 104 :M -.496()A 40 115 :M -.486()A 40 137 :M -.494()A 40 148 :M -.489()A 40 159 :M -.51()A 40 216 :M f586 sf 3.09 .309(Use of XSL to create HTML documents)J 40 240 :M f435 sf .389 .039(As of August 1999, XSL is said to be divided into XSLT, the XML language to transform a set of )J 40 252 :M .338 .034(XML documents into another set of XML documents, and a formatting vocabulary. XSLT is using )J 40 264 :M .441 .044(XPath \(also used by XPointer\) to address parts of XML documents. XT, a Java implementation of )J 40 276 :M .383 .038(XSLT \251James Clark, has been used to create HTML documents from the ADIL AML documents. )J 40 288 :M 2.856 .286(XT is based on the W3C working draft for XPath dated 13 August 1999 \(W3C 1999h\))J 521 288 :M 4 .4( )J 40 300 :M .083<28>A f640 sf 0 0 .867 :F .124(http://www.w3.org/TR/xpath)A f435 sf 0 G .324 .032(\) and on the W3C working draft for XSLT which came out at the )J 40 312 :M -.022(same date \(W3C 1999i\) \()A f640 sf 0 0 .867 :F -.025(http://www.w3.org/TR/WD-xslt)A f435 sf 0 G (\).)S 76 324 :M 3.286 .329(As usual HTML documents are actually SGML documents and not XML, XSLT )J 40 336 :M .694 .069(transformations into HTML documents actually creates XHTML documents, and then change the )J 40 348 :M .121 .012(syntax automatically to output HTML documents. XHTML is the new XML language equivalent to )J 40 360 :M -.077(HTML, but strictly conforming to the XML syntax.)A 76 384 :M .603 .06(In the previous implementation of the ADIL, an HTML template was already used, with a )J 40 396 :M -.04(home-made markup to specify where to fill in the information, but filling it required Perl scripts. The )A 40 408 :M -.098(XSL documents use the same idea)A 203 408 :M f556 sf (\312)S f435 sf -.065(: they are an HTML document, with the XHTML namespace, with )A 40 420 :M -.102(added elements using the XSL namespace to specify elements to add from the input documents.)A 76 444 :M .779 .078(At the beginning, we tried to use an XSL document to convert the AML documents for a )J 40 456 :M 1.066 .107(project into HTML files, with an XSL document \322PROJECT.XSL\323. These AML documents are )J 40 468 :M .118 .012(based on the AML DTD and on the DTD for a project specific to the ADIL, PROJECT.DTD. Their )J 40 480 :M .996 .1(links point to AML documents for images, also used to create the HTML document. The whole )J 40 492 :M -.116(transformation can be represented by the following diagram)A f556 sf (\312)S f435 sf (:)S 101 507 359 155 rC np 280 633 :M 285 623 :L 291 630 :L 280 633 :L eofill -1 -1 282 632 1 1 402 536 @b 1 1 .8 :F 223 632 114 29 rF 0 G 223.5 632.5 113 28 rS 1 1 .8 :F 223 508 114 28 rF 0 G 223.5 508.5 113 27 rS 243 516 73 12 rC gR gS 238 480 83 48 rC 244 525 :M f715 sf (PROJECT.DTD)S gR gS 229 641 101 12 rC gR gS 224 605 111 48 rC 254 650 :M f715 sf -.077(HTML.DTD)A gR gS 101 507 359 155 rC np 280 633 :M 276 622 :L 284 622 :L 280 633 :L eofill 95 280.5 536 @w .8 1 1 :F 283 570 382 598 5 @q 0 G 283.5 570.5 381.5 597.5 4.5 @s 298 578 69 12 rC gR gS 293 542 79 48 rC 298 587 :M 1 1 .8 :F f715 sf 0 G .066(PROJECT.XSL)A gR 1 1 .8 :F gS 101 507 359 155 rC 345 508 114 28 rF 0 G 345.5 508.5 113 27 rS 374 516 59 12 rC gR gS 369 480 69 48 rC 377 525 :M f715 sf 0 G -.194(IMAGE.DTD)A gR gS 101 507 359 155 rC 102 508 113 28 rF 0 G 102.5 508.5 112 27 rS 136 516 49 12 rC gR gS 131 480 59 48 rC 139 525 :M 0 G f715 sf .02(AML.DTD)A gR 0 G gS 101 507 359 155 rC np 281 633 :M 270 630 :L 276 623 :L 281 633 :L eofill 158 537 -1 1 280 631 1 158 536 @a gR gS 4 26 553 709 rC 76 686 :M f435 sf .29 .029(A problem encountered was the complexity of the transformation)J f556 sf (\312)S f435 sf .197 .02(: as XSL does not support )J 40 698 :M -.024(the use of variables, some transformations were very difficult or impossible to write in XSL \(like the )A 40 710 :M .254 .025(replacement of variables used in a table of images\), resulting in an XSL document difficult to read. )J 40 722 :M .072 .007(The advantage of using XSL documents is that they are configuration files instead of programs, and )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (89)S gR endp showpage %%Page: 90 90 %%BeginPageSetup initializepage (Damien ; page : 90 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .598 .06(thus should be machine-independant and easy to modify. In this case, the XSL document was not )J 40 83 :M -.07(easier to read than a program, which clearly showed the limits of XSL.)A 76 95 :M 1.357 .136(Another problem when applying this method was the time required to process the XSL )J 40 107 :M 1.022 .102(documents. This version of XT is not optimised for speed, but the whole process is much more )J 40 119 :M .873 .087(heavy in CPU resources, and will always be, than simply using a Perl script to create an HTML )J 40 131 :M 1.058 .106(document. The XSL processor has to parse the XSL document and the XML document, then to )J 40 143 :M -.114(interpret the XSL document. The XSL commands are sometimes complex)A f556 sf (\312)S f435 sf -.1(: they are designed to easily )A 40 155 :M -.075(specify XML transformations, which are not trivial operations.)A 76 167 :M .091 .009(The speed problem could be solved by creating programs from the XSL documents. As they )J 40 179 :M -.089(are relatively static, one could imagine a program transforming an XSL document into a program able )A 40 191 :M -.089(to do the transformation, and compiling it automatically. This would only require to start this program )A 40 203 :M -.108(each time the XSL document is changed, and it would remove the level of interpretation caused by the )A 40 215 :M .991 .099(use of XSL documents. This means that the speed issue is not a design flaw)J 425 215 :M f556 sf .142(\312)A f435 sf .923 .092(: it just requires an )J 40 227 :M -.072(adequate software, which has not been created yet.)A 76 251 :M -.02(It turned out that XT was actually fast for simple XSL transformations. We decided to use an )A 40 263 :M .318 .032(intermediary XML DTD containing all the elements to publish, and to create the intermediary files )J 40 275 :M .043 .004(with a Java program. The HTML documents are still created with an XSL document, but only using )J 40 287 :M -.158(the intermediary documents)A f556 sf -.061(\312)A f435 sf (:)S 101 302 359 280 rC np 280 428 :M 285 418 :L 291 425 :L 280 428 :L eofill -1 -1 282 427 1 1 402 331 @b 1 1 .8 :F 223 552 114 28 rF 0 G 223.5 552.5 113 27 rS 1 1 .8 :F 223 427 114 29 rF 0 G 223.5 427.5 113 28 rS 1 1 .8 :F 223 303 114 28 rF 0 G 223.5 303.5 113 27 rS 243 311 73 12 rC gR gS 238 275 83 48 rC 244 320 :M f715 sf (PROJECT.DTD)S gR gS 229 436 101 12 rC gR gS 224 400 111 48 rC 230 445 :M f715 sf .056(PROJPRETMPL.DTD)A gR gS 101 302 359 280 rC np 280 428 :M 276 417 :L 284 417 :L 280 428 :L eofill 95 280.5 331 @w np 280 553 :M 276 542 :L 284 542 :L 280 553 :L eofill 95 280.5 456 @w .8 1 1 :F 283 365 382 393 5 @q 0 G 283.5 365.5 381.5 392.5 4.5 @s 302 373 60 12 rC gR gS 297 337 70 48 rC 302 382 :M .8 1 1 :F f715 sf 0 G (Proj2Pre.java)S gR .8 1 1 :F gS 101 302 359 280 rC 283 490 382 518 5 @q 0 G 283.5 490.5 381.5 517.5 4.5 @s 294 498 79 12 rC gR gS 289 462 89 48 rC 295 507 :M 0 G f715 sf .09(PROJTMPL.XSL)A gR 0 G gS 255 560 52 12 rC gR gS 250 524 62 48 rC 256 569 :M 1 1 .8 :F f715 sf 0 G -.077(HTML.DTD)A gR 1 1 .8 :F gS 101 302 359 280 rC 345 303 114 28 rF 0 G 345.5 303.5 113 27 rS 374 311 59 12 rC gR gS 369 275 69 48 rC 377 320 :M f715 sf 0 G -.194(IMAGE.DTD)A gR gS 101 302 359 280 rC 102 303 113 28 rF 0 G 102.5 303.5 112 27 rS 136 311 49 12 rC gR gS 131 275 59 48 rC 139 320 :M 0 G f715 sf .02(AML.DTD)A gR 0 G gS 101 302 359 280 rC np 281 428 :M 270 425 :L 276 418 :L 281 428 :L eofill 158 332 -1 1 280 426 1 158 331 @a gR gS 4 26 553 709 rC 40 606 :M f435 sf -.11(Although it seems more complex, this is a much better solution)A f556 sf (\312)S f435 sf (:)S 50 618 :M (\245)S 58 618 :M -.118(the published information is clearly expressed in a DTD, independently from any formatting)A 50 630 :M (\245)S 58 630 :M 1.214 .121(the process of creating the information to publish, and the one to format the document into )J 58 642 :M -.113(HTML, are well separated)A 50 654 :M (\245)S 58 654 :M -.077(the whole transformation is faster, because a Java program is used for complex transformations)A 76 690 :M .243 .024(A similar transformation was used to create the HTML documents about the images, except )J 40 702 :M -.064(that an XSL document was used instead of a Java program to create the intermediary file because this )A 40 714 :M -.093(transformation was much more simple than for the project.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (90)S gR endp showpage %%Page: 91 91 %%BeginPageSetup initializepage (Damien ; page : 91 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC 101 62 359 280 rC np 280 188 :M 285 178 :L 291 185 :L 280 188 :L eofill -1 -1 282 187 1 1 402 91 @b 1 1 .8 :F 223 312 114 28 rF 0 G 223.5 312.5 113 27 rS 1 1 .8 :F 223 187 114 29 rF 0 G 223.5 187.5 113 28 rS 1 1 .8 :F 223 63 114 28 rF 0 G 223.5 63.5 113 27 rS 243 71 73 12 rC gR gS 238 35 83 48 rC 252 80 :M f715 sf -.194(IMAGE.DTD)A gR gS 229 196 101 12 rC gR gS 224 160 111 48 rC 235 205 :M f715 sf -.11(IMGPRETMPL.DTD)A gR gS 101 62 359 280 rC np 280 188 :M 276 177 :L 284 177 :L 280 188 :L eofill 95 280.5 91 @w np 280 313 :M 276 302 :L 284 302 :L 280 313 :L eofill 95 280.5 216 @w .8 1 1 :F 283 125 382 153 5 @q 0 G 283.5 125.5 381.5 152.5 4.5 @s 303 133 59 12 rC gR gS 298 97 69 48 rC 303 142 :M .8 1 1 :F f715 sf 0 G .011(IM2PRE.XSL)A gR .8 1 1 :F gS 101 62 359 280 rC 283 250 382 278 5 @q 0 G 283.5 250.5 381.5 277.5 4.5 @s 294 258 79 12 rC gR gS 289 222 89 48 rC 304 267 :M 0 G f715 sf -.05(IMTMPL.XSL)A gR 0 G gS 255 320 52 12 rC gR gS 250 284 62 48 rC 256 329 :M 1 1 .8 :F f715 sf 0 G -.077(HTML.DTD)A gR 1 1 .8 :F gS 101 62 359 280 rC 345 63 114 28 rF 0 G 345.5 63.5 113 27 rS 368 71 71 12 rC gR gS 363 35 81 48 rC 368 80 :M f715 sf 0 G (PROJECT.DTD)S gR gS 101 62 359 280 rC 102 63 113 28 rF 0 G 102.5 63.5 112 27 rS 136 71 49 12 rC gR gS 131 35 59 48 rC 139 80 :M 0 G f715 sf .02(AML.DTD)A gR 0 G gS 101 62 359 280 rC np 281 188 :M 270 185 :L 276 178 :L 281 188 :L eofill 158 92 -1 1 280 186 1 158 91 @a gR gS 4 26 553 709 rC 40 366 :M f435 sf -.009(IM2PRE.XSL, IMGPRETMPL.DTD and IMTMPL.XSL are in Appendices 5, 6, 7.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (91)S gR endp showpage %%Page: 92 92 %%BeginPageSetup initializepage (Damien ; page : 92 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f571 sf 14 u571 :p 317.998 :m 3.229 .323(Towards a unification of astronomical metadata)J 40 99 :M f586 sf 3.639 .364(Other developments for XML in Astronomy)J 76 123 :M f435 sf .699 .07(A number of other projects in astronomy have recently started using XML, and they have )J 40 135 :M .941 .094(defined new DTDs. A list of pointers, maintained by the NASA \()J 370 135 :M 1.476 .148(Ames, Koons & Sall, 1999a\), )J 40 147 :M -.116(contains the following entries)A f556 sf (\312)S f435 sf (:)S 50 171 :M (\245)S 58 171 :M -.005(The Astronomical Data Center \(ADC\) has developed a DTD for astronomical tables, to maintain )A 58 183 :M -.002(table metadata in the archive. This DTD is more detailed than the one initially defined for AML. )A 58 195 :M .162 .016(\(Borne, Shaya & Edward, 1999, Shaya et al., 1999\))J 50 219 :M (\245)S 58 219 :M .269 .027(NASA Goddard Space Flight Center and Century Computing \(a division of AppNet, Inc.\) have )J 58 231 :M 1.746 .175(defined 2 DTDs to describe instruments)J f556 sf .16(\312)A f435 sf 1.693 .169(: IML, Instrument Markup Language, and AIML, )J 58 243 :M .059 .006(Astronomical Instrument Language, which is a domain-specific implementation of IML. \(Ames, )J 58 255 :M .138 .014(Koons & Sall, 1999b\))J 50 279 :M (\245)S 58 279 :M .467 .047(ESO and CDS have defined another DTD for tables, for the JSky project. JSky mainly aims at )J 58 291 :M .558 .056(being a repository of free software in astronomy, based on Java Beans. \(Brighton & Albrecht, )J 58 303 :M (1999\))S 50 327 :M (\245)S 58 327 :M 1.752 .175(Gemini 8m Telescopes defined a DTD for observatories. Defined initially for the Gemini )J 58 339 :M -.039(Observatory, it could now be used for other observatories.)A 50 363 :M (\245)S 58 363 :M -.102(Caltech defined a DTD for scientific data objects in general, for the Digital Sky project. This DTD )A 58 375 :M -.043(is surprisingly short \(about 30 lines\). \(Caltech 1999\))A 76 399 :M .197 .02(Collaboration has begun to unify the DTD for tables, or at least sub-parts of this DTD. Two )J 40 412 :M 1.181 .118(important meetings in this regard held at the workshop )J f347 sf 1.448 .145(From Information to Knowledge Using )J 40 425 :M .515 .051(Astronomical Databases)J f435 sf .211 .021( in June 1999, and at the conference )J 339 425 :M f347 sf .515 .051(ADASS IX)J f435 sf .32 .032( in October 1999, resulting )J 40 437 :M .417 .042(in a first draft \()J 116 437 :M .311 .031(Ochsenbein 1999\). It would have been easier to defined the DTD together from the )J 40 449 :M .704 .07(start, because we now have to rethink and discuss about all the decisions we already took for the )J 40 461 :M .817 .082(DTDs. Some of these decisions, like choosing to use uppercase or lowercase for element names, )J 40 473 :M -.012(cannot be defended easily, but we have to decide on one solution in order to have compatible DTDs. )A 40 485 :M .007 .001(On the other hand, the separate development of the initial DTDs ensures that everybody has the best )J 40 497 :M 1.163 .116(DTD for his own needs, and the new unified DTD we are trying to define is based on the best )J 40 509 :M (choices.)S 40 545 :M f586 sf 3.52 .352(The ISAIA project)J 76 569 :M f435 sf -.077(ISAIA \(Interoperable Systems for Archival Information Access\) \(Hanish 1999\) is a project to )A 40 581 :M -.046(develop an interdisciplinary data location and integration service for space science. While location of )A 40 593 :M .081 .008(documents in astronomy on the web is already achieved with AstroBrowse, a system that lets a user )J 40 605 :M .75 .075(enter a coordinates query and use HTML links to look at the results on different servers, there is )J 40 617 :M -.086(currently no way to use metadata going deeper than attribute-value information about documents with )A 40 629 :M .369 .037(a URL \(today HTML documents\). As a result, the documents returned by AstroBrowse sometimes )J 40 641 :M -.079(contain the text \322no match found\323, and the user has to open these documents to know that nothing has )A 40 653 :M -.04(been found. Scientific metadata is usually not available as documents, as it is for library metadata for )A 40 665 :M .514 .051(instance. Thus, a record-level access is needed to allow a good selection of scientific data)J 482 665 :M f556 sf .169(\312)A f435 sf .838 .084(: a user )J 40 677 :M -.008(might want to make a program to automatically search for objects meeting certain conditions, with a )A 40 689 :M -.058(specific procedure to do the test, on different servers.)A 76 701 :M -.105(The ISAIA project tries to define a common framework for search and information retrieval. It )A 40 713 :M .141 .014(should allow complex queries, but also allow providers to use a simplified interface if they want to. )J 40 725 :M -.054(Because of the advanced features required, the internal framework should be at least as advanced and )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (92)S gR endp showpage %%Page: 93 93 %%BeginPageSetup initializepage (Damien ; page : 93 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf 1.003 .1(flexible as, for example, the Emerge framework. And \(as with the Emerge framework\) different )J 40 83 :M -.029(levels of interoperability must be supported. The minimum level of interoperability can be compared )A 40 95 :M -.081(to the existing level with AstroBrowse, which can be achieved at a very low cost for the provider.)A 40 131 :M f586 sf 4.502 .45(A meta-profile)J 76 155 :M f435 sf -.016(Today, different profiles are used by data providers. A system like Emerge is able to map the )A 40 167 :M .043 .004(different attributes of the profiles to a meta-profile, so that they are used in a unified way. However, )J 40 179 :M .167 .017(some attributes are just impossible to map exactly one with another)J 367 179 :M f556 sf .075(\312)A f435 sf .561 .056(: they can have, for example, a )J 40 191 :M .054 .005(similar meaning, but not exactly the same, which is an issue for scientific metadata. Of course, if all )J 40 203 :M .101 .01(data providers were using the same profile, the interoperability would be greatly enhanced, but they )J 40 215 :M .695 .07(would have to use the profile internally to avoid all the problems of profile mapping. The ISAIA )J 40 227 :M .02 .002(project has begun the definition of a profile for all space science \(thus for many different disciplines )J 40 239 :M 1.492 .149(using usually different metadata\). This big profile is composed of a generic profile for all the )J 40 251 :M 1.255 .125(disciplines, and a number of sub-profiles defined by the different communities, trying to avoid )J 40 263 :M -.093(redundancy. It could be used as the meta-profile in Emerge, so that the mapping is done easily by data )A 40 275 :M -.097(providers)A f556 sf (\312)S f435 sf -.088(: they would just have to create a configuration file to associate their attributes with the ones )A 40 287 :M -.102(of the meta-profile.)A 40 323 :M f586 sf 3.337 .334(Implementation of a profile)J 76 347 :M f435 sf -.055(A language \(or different languages\) will be chosen to implement the meta-profile. Ideally, the )A 40 359 :M .317 .032(profile should be independent of the implementing languages, so that it can be implemented in any )J 40 371 :M .457 .046(language. The most important, for the interoperability, is the profile, not the language. In practice, )J 40 383 :M -.056(however, a profile is often defined with the idea of a specific language to implement it. The attributes )A 40 395 :M -.108(\(or elements\) do not have the same organisation \(and sometimes meaning\) for relational databases and )A 40 407 :M -.137(XML documents)A 121 407 :M f556 sf (\312)S f435 sf .063 .006(: for instance, a short substructure would be implemented as a sub-element or a list )J 40 419 :M .937 .094(of attributes for an element in XML, while it would be implemented in relational databases as a )J 40 431 :M 1.118 .112(different table, with a key to make the link)J 259 431 :M f556 sf .098(\312)A f435 sf .916 .092(: these different organisations often lead to different )J 40 443 :M -.104(choices for the meaning of the attributes.)A 76 455 :M -.134(XML is today the preferred language to implement metadata profiles.)A 40 491 :M f586 sf 3.114 .311(Role of AML)J 76 515 :M f435 sf .373 .037(AML was intended to serve as an example of the usefulness of XML for astronomical \(and )J 40 527 :M -.009(other\) metadata. Now that XML is widespread, AML is promoting a unifying DTD for astronomical )A 40 539 :M -.082(metadata)A f556 sf (\312)S f435 sf -.073(: its applications \(like the browser and the maps\) are using the same DTD for different kinds )A 40 551 :M 1.157 .116(of data. If providers were using incompatible DTDs, a user wanting to use data from different )J 40 563 :M -.095(providers would have to define a new DTD \(or use AML\) and map the different elements between the )A 40 575 :M -.067(DTDs)A f556 sf (\312)S f435 sf -.044(: in practice, most users would abandon their project quickly. Various degrees of compatibility )A 40 587 :M .079 .008(are possible, starting with a common syntax for a few elements. Whole parts of DTDs could also be )J 40 599 :M .073 .007(the same, even if the whole DTD is different. However, most users \(or programmers of applications )J 40 611 :M -.078(using data from different sources\) will want a single DTD. Providing AML documents does not mean )A 40 623 :M -.149(using them internally)A 140 623 :M f556 sf (\312)S f435 sf -.045(: a provider can very well use another DTD, and transform it into AML for data )A 40 635 :M .554 .055(exchange. But this transformation should be done by the people having the best knowledge of the )J 40 647 :M .378 .038(semantics involved. If this is done by other people \(for example, computer scientists instead of the )J 40 659 :M -.038(initial researchers\), the data must have a maximum of metadata to explain clearly the semantics. And )A 40 671 :M 1.945 .195(the initial creation of the metadata would be best done\311 with an application creating XML )J 40 683 :M -.101(documents)A f556 sf (\312)S f435 sf -.087(: a format used for data exchange can become widespread for other tasks.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (93)S gR endp showpage %%Page: 94 94 %%BeginPageSetup initializepage (Damien ; page : 94 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 218 76 :M f481 sf 18 u481 :p 125.982 :m (CONCLUSIONS)S 40 103 :M f435 sf .731 .073(Many studies in astronomy require the use of data coming from different sources. Unfortunately, )J 40 115 :M .056 .006(these data cannot be obtained in a homogeneous way, which limits the possibilities for such studies. )J 40 127 :M -.083(Some specific aspects of astronomical data make IR \(information retrieval\) in this field unique, which )A 40 139 :M .525 .052(leads to specific or flexible solutions. The massive volume of the data is one such specificity, and )J 40 151 :M .525 .052(massive data need good metadata to be handled efficiently. Also, since universal identifiers rarely )J 40 163 :M .655 .065(exist for data in astronomy, many IR techniques based on universal identifiers cannot apply here. )J 40 175 :M 1.46 .146(Because of the peculiarities of scientific data, flexible data formats should be used to store or )J 40 187 :M .099 .01(exchange them. Today, different archives tend to use different file formats, and enable access to the )J 40 199 :M .398 .04(data \(and sometimes the metadata\) in different ways. Most archives contain large survey data, but, )J 40 211 :M .117 .012(because it is still difficult for astronomers to bring their data online, it is difficult to find online data )J 40 223 :M -.055(from small, specific projects.)A 76 247 :M -.06(The internet has become a uniform platform for accessing the information, and thus improved )A 40 259 :M 1.722 .172(IR noticeably. However, there are still problems, due to the way the information is currently )J 40 271 :M .333 .033(published and processed on the internet. The data are published with HTML, which mixes the data )J 40 283 :M .245 .024(itself with changing user interface information: it is impossible to reuse automatically the data with )J 40 295 :M .782 .078(HTML. Most processes are conducted with CGI programs, that only take name/value pairs as an )J 40 307 :M 1.058 .106(input, and a document \(possibly of any format\) as an output: this extremely limits IR tasks \(for )J 40 319 :M .389 .039(instance, there is no standard way for a CGI program to reply that a result matching the query was )J 40 331 :M .668 .067(found or not\). Another lasting problem is the lack of standards to encode the information and the )J 40 343 :M -.053(queries, and to handle distributed data. Because automatic IR is still limited today \(one could say that )A 40 355 :M .382 .038(HTML has even slowed it down\), KDD is still in its infancy. Most applications in astronomy have )J 40 367 :M .286 .029(used only articles, which are not scientific data. Because of its metadata complexity, scientific data )J 40 379 :M -.082(has not been used much for KDD, although it should allow important research developments.)A 76 415 :M -.075(In order to improve information retrieval in astronomy, data structures and software structures )A 40 427 :M 1.064 .106(were studied, with a particular focus on XML. After a brief review of existing IR techniques, a )J 40 439 :M .067 .007(proposition was made to improve it. Following that is a description of AML, a markup language for )J 40 451 :M 1.006 .101(applications in astronomy designed as a result of this proposition. Based on AML, a knowledge )J 40 463 :M 1.158 .116(discovery application was described, the AML maps, to cluster AML documents. A few search )J 40 475 :M -.002(systems have also been studied, and improved to make use of AML documents. More developments )A 40 487 :M -.068(are ongoing, to unify metadata in astronomy.)A 76 511 :M 2.043 .204(Data can be divided into unstructured, structured and heterogeneous data. Traditional )J 40 523 :M 1.342 .134(databases are well suited for structured data, but cannot be used to represent heterogeneous or )J 40 535 :M -.025(unstructured data. XML can be used for all kinds of data, so it provides a unifying exchange format)A 516 535 :M f556 sf -.08(\312)A f435 sf -.254(: )A 40 547 :M -.118(databases can easily export their data into XML.)A 76 571 :M .048 .005(The limits of HTML \(to represent information with semantics\) and SGML \(to be used easily )J 40 583 :M -.057(on the internet\) lead to the recent definition of XML, and a number of associated standards like SAX, )A 40 595 :M 1.154 .115(DOM, XSL or XLink. To get all the benefits from XML, care should be taken to respect these )J 40 607 :M 1.089 .109(existing standards, and new standards have to be created. OODBMS \(Object-Oriented Database )J 40 619 :M .405 .041(Management Systems\) seem to be well suited for storing XML documents, and they allow various )J 40 631 :M 1.047 .105(processing on the documents. However, a new database structure, based on the tree structure of )J 40 643 :M -.01(XML documents, would be useful.)A 76 667 :M 1.457 .146(From the early definition to the widespread acceptance of XML, a complete revolution )J 40 679 :M .829 .083(occurred, not only in the way information is published on the internet, but more generally in the )J 40 691 :M .693 .069(support for explicit data formats and metadata. At the beginning of this thesis work, even though )J 40 703 :M 1.855 .186(XML supporters were enthusiastic, it wasn\325t clear whether the industry \(especially the small )J 40 715 :M -.083(companies\) would support a standard requiring a stricter attitute for the definition of a data format . In )A 40 727 :M -.034(fact, many companies are now using XML without DTDs, which reduces its meaning and value \(this )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (94)S gR endp showpage %%Page: 95 95 %%BeginPageSetup initializepage (Damien ; page : 95 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .039 .004(is probably the down side of its popularity: XML is now sometimes being used because of its name )J 40 83 :M -.084(rather than its advantages\).)A 76 107 :M -.017(Thanks to hardware improvements, computer science has progressed by using more software )A 40 119 :M -.005(structures, often requiring more CPU and memory. The latest developments are based on distributed )A 40 131 :M .277(objects)A f556 sf .114(\312)A f435 sf 1.059 .106(: object-oriented pieces of software able to communicate on the internet with a standard )J 40 143 :M 1.716 .172(protocol. The association between an object class and an XML DTD is particularly useful to )J 40 155 :M -.126(encapsulate both the software and the data with a clear interface.)A 76 179 :M 2.034 .203(Distributed frameworks are an important idea to improve IR. Even better, distributed )J 40 191 :M .058 .006(frameworks of objects _as opposed to documents_ let applications focus on the data content and the )J 40 203 :M 1.951 .195(relationships between the objects, freeing them from formatting problems. With them, auto-)J 40 215 :M .221 .022(organisation and automatic classification applications can be carried out easily. The object-oriented )J 40 227 :M .759 .076(concept has already been successfully applied to data archiving and browsing, but was still to be )J 40 239 :M -.146(applied to IR and KDD)A f556 sf -.055(\312)A f435 sf -.127(: the experiments realised tried to achieve this goal.)A 76 263 :M .214 .021(A limitation to XML is that binary data cannot be included into XML documents. Scientific )J 40 275 :M -.021(data is often in a binary format because size is an issue, and metadata is usually included in the same )A 40 287 :M 1.444 .144(file. A number of workarounds can fortunately be used to solve this problem. AML, an XML )J 40 299 :M .292 .029(language, was designed to handle many different kinds of data used in astronomy, and is separated )J 40 311 :M .655 .066(into a number of objects)J f556 sf .072(\312)A f435 sf .718 .072(: astronomical objects, tables, images, articles, people and projects. This )J 40 323 :M .327 .033(demonstrates the possibility to define heterogeneous \(including scientific\) data and metadata in the )J 40 335 :M .055 .005(same language, to ease IR and KDD tasks. It is also possible to customise AML by adding institute-)J 40 347 :M -.052(specific tags. Typically, a data provider can divide its data into public and private information, define )A 40 359 :M 1.455 .146(a DTD for private information, use AML for public information \(improving the AML DTD if )J 40 371 :M 1.91 .191(necessary\), and use AML to store or export data. This is what has been done for the ADIL )J 40 383 :M .066 .007(\(Astronomy Digital Image Library\), for example. A browser for AML documents was designed and )J 40 395 :M -.057(implemented in Java, to display any AML document \(with a specific code for each AML object\), and )A 40 407 :M 1.736 .174(use the links between them as easily as in a web browser. Since it was created before many )J 40 419 :M -.046(developments in XML, it is using a custom XML parser and a custom interface for a tree in memory: )A 40 431 :M -.09(it could still be rewritten to make use of the new standards, SAX and DOM.)A 76 455 :M 1.526 .153(A KDD application of AML was designed and implemented)J f556 sf .14(\312)A f435 sf .948 .095(: the AML maps. This is a )J 40 467 :M 1.32 .132(clustering of AML documents, using their links and their keywords, with a semantic map user )J 40 479 :M .119 .012(interface. Thanks to the XML formatting of the documents, it can also make use of any information )J 40 491 :M 1.51 .151(inside them, for instance to calculate similarities between the documents. Two programs were )J 40 503 :M .692 .069(developed for the AML maps, both with a graphical user interface. The first is for the clustering, )J 40 515 :M 1.814 .181(accepting the different parameters and a way to select an initial document or a collection of )J 40 527 :M .074 .007(documents. With the use of threads to download the documents simultaneously, it can create simple )J 40 539 :M .054 .005(AML maps in about 30 seconds \(this time should decrease until real interaction is possible, with the )J 40 551 :M .111 .011(progress of the internet speed\). It also saves a map in an XML file. The second program reads these )J 40 563 :M .316 .032(files to display the results with a semantic map user interface and simple search capabilities. When )J 40 575 :M 1.533 .153(requested, it displays selected AML documents with the AML browser. The AML maps were )J 40 587 :M .046 .005(compared to other techniques such as the Kohonen maps, and an evaluation began for the clustering )J 40 599 :M .41 .041(algorithm, a modified noising partitioning algorithm. It seems that the AML maps provide a better )J 40 611 :M .725 .073(clustering and user interface system with some data, such as collections of heterogeneous, linked )J 40 623 :M .648 .065(documents \(which is not surprising, since it was designed for these particular data\). In the future, )J 40 635 :M .191 .019(more AML maps making use of the scientific information in the AML documents could be created, )J 40 647 :M .76 .076(and this could be a powerful tool for some projects, even when they don\325t use data coming from )J 40 659 :M -.016(different sources.)A 76 683 :M .498 .05(Three distributed search frameworks have been studied and extended to make use of AML )J 40 695 :M -.014(documents)A f556 sf (\312)S f435 sf -.012(: Harvest, Ingrid and Emerge. Each framework could then be used to index automatically )A 40 707 :M .024 .002(and query AML documents efficiently. To summarise the differences, Harvest is indexing resources )J 40 719 :M -.005(automatically, while Ingrid is creating links between individual resources in such a way that clusters )A 40 731 :M 1.015 .102(of term combinations are formed, and Emerge is based on Z39.50 to be able to handle complex )J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (95)S gR endp showpage %%Page: 96 96 %%BeginPageSetup initializepage (Damien ; page : 96 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf .907 .091(queries. Being complementary, Harvest and Emerge could be unified in a new framework in the )J 40 83 :M .195 .02(future. Another evolution will consist in handling queries, taking advantage of XML particularities, )J 40 95 :M -.093(with the future XQL language.)A 76 119 :M .493 .049(Finally, efforts were made to promote XML to the astronomical community, and apply the )J 40 131 :M 1.506 .151(new developments in existing data centres. The adoption of new standards is one of the most )J 40 143 :M .407 .041(important ways to improve information retrieval, but it is a slow process. New standards are being )J 40 155 :M .109 .011(defined today, as part of the ISAIA project or just related to XML in astronomy, and this thesis was )J 40 167 :M -.06(an important experiment to demonstrate possible choices for standards and technical solutions. It also )A 40 179 :M .702 .07(demonstrates that KDD applications are already possible without a consensus on standards in the )J 40 191 :M -.12(astronomical community.)A 76 215 :M .751 .075(The solutions provided by this thesis make a new basis for IR, with object-oriented XML )J 40 227 :M -.075(documents linked to object-oriented software and distributed search frameworks. The applications for )A 40 239 :M -.022(this framework are not limited to the astronomy field, but astronomy was a good test case to develop )A 40 251 :M -.071(it, because of the various kinds of data handled in astronomy and the complexity of IR tasks.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 275 759 :M f347 sf (96)S gR endp showpage %%Page: 97 97 %%BeginPageSetup initializepage (Damien ; page : 97 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 224 76 :M f481 sf 18 u481 :p 113.005 :m (REFERENCES)S 40 115 :M f435 sf .359(Note)A f556 sf .123(\312)A f435 sf 1.027 .103(: all the web documents\325 URLs could be retrieved in 1999. The date of creation is usually )J 40 127 :M -.013(unknown, so the year given here is usually 1999.)A 40 163 :M .74 .074(Abreu, F.B. and Melo, W. \(1996\). 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Querying by Example Astronomical Archives, ASP Conference )A 40 357 :M .699 .07(Series, 145, )J f347 sf .915 .091(Astronomical Data Analysis Software and Systems VII)J f435 sf .634 .063(, eds. R. Albrecht, R.N. Hook )J 40 369 :M .195 .02(and H.A. Bushouse \(San Francisco)J f556 sf (\312)S f435 sf .185 .018(: ASP\).)J 40 393 :M 1.127 .113(Plante, Raymond L., Crutcher, Richard M., McGrath, Robert E. \(1998\). The NCSA Astronomy )J 40 406 :M -.065(Digital Image Library)A f556 sf (\312)S f435 sf -.064(: From Data Archiving to Data Publishing, submitted for publication in )A 487 406 :M f347 sf .839 .084(Future )J 40 419 :M .413 .041(Generation Computer Systems)J f435 sf .32 .032( \(Elsevier\), September 1998.)J 40 443 :M 1.448 .145(Poin\215ot, P., Lesteven, S., and Murtagh, F. \(1998\). A spatial user interface to the astronomical )J 40 456 :M .592 .059(literature, )J f347 sf .774 .077(Astronomy and Astrophysics Supplement)J f435 sf .567 .057(, 130, 183-191.)J 40 480 :M .559 .056(Poin\215ot, P., Lesteven, S., and Murtagh, F. \(1999\). Maps of information spaces)J f556 sf .056(\312)A f435 sf .544 .054(: assessments from )J 40 493 :M .659 .066(astronomy\323, )J f347 sf .508 .051(Journal of the American Society for Information Science)J f435 sf .627 .063(, submitted.)J 40 517 :M 1.904 .19(Rafanelli, M. and Shoshani, A. \(1990\). STORM)J f556 sf .171(\312)A f435 sf 1.777 .178(: A Statistical Object Representation Model, )J 40 530 :M 1.348 .135(Michalewicz, Z. \(Ed.\))J 152 530 :M f556 sf .264(\312)A f435 sf .697 .07(: )J f347 sf 2.733 .273(Proceedings of the 5th International Conference on Statistical and )J 40 543 :M .949 .095(Scientific Database Management)J f435 sf .643 .064( \(5SSDBM, Charlotte, N.C., April 3-5\), 14-29.)J 40 568 :M 6.969 .697(Rein, Lisa \(1998\). )J f347 sf 8.983 .898(Handling Binary Data in XML Documents)J 447 568 :M 0 0 .867 :F f435 sf 0 G 9.227 .923(, XML.com, )J 40 580 :M f640 sf 0 0 .867 :F .001(http://www.xml.com/xml/pub/98/07/binary/binary.html)A 40 604 :M 0 G f435 sf .874 .087(Rising, Linda S. and Calliss, Frank W. \(1994\). Information-hiding metric, Journal of Systems & )J 40 616 :M .237 .024(Software, 26 n 3, 211-220, September 1994.)J 40 640 :M .878 .088(Schmitz, M., Helou, G., Madore, B.F., Corwin, H.G., Benett, J., Lague, C., Sun, H. and Wu, X. )J 40 653 :M 2.768 .277(\(1995a\). NED)J f556 sf .179(\312)A f435 sf 1.912 .191(: A Behind-the-Scenes Look, )J 273 653 :M f347 sf 2.991 .299(American Astronomical Society Meeting)J 488 653 :M f435 sf 3.846 .385(, 186, )J 40 665 :M .333(#02.04.)A 40 689 :M 1.128 .113(Schmitz, M., Helou, G., Dubois, P., LaGue, C., Madore, B., Corwin Jr., H.G. and Lesteven, S. )J 40 702 :M .222 .022(\(1995b\). NED and SIMBAD Conventions for Bibliographic Reference Coding, )J f347 sf .238 .024(Information & On-)J 40 715 :M .226 .023(line Data in Astronomy)J f435 sf .196 .02(, eds. D. Egret & M.A. Albrecht \(Dordrecht)J f556 sf (\312)S f435 sf .212 .021(: Kluwer Acad. Publi.\), 271.)J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (101)S gR endp showpage %%Page: 102 102 %%BeginPageSetup initializepage (Damien ; page : 102 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f435 sf -.036(Sharon, I. and Hudry, O. \(1993\). The noising method)A f556 sf (\312)S f435 sf -.036(: a new method for combinatorial optimization, )A 40 84 :M f347 sf .79 .079(Oper. Res. Lett.)J f435 sf .763 .076(, 14, 133-137.)J 40 108 :M 1.877 .188(Shaya, E., Gass, J., Blackwell, J., Thomas, B., Holmes, B., Cheung, C. \(1999\). XML at the )J 40 121 :M .409(ADC)A f556 sf .097(\312)A f435 sf .925 .093(: Steps to a Next Generation Data Repository, ASP Conference Series, )J f347 sf 1.24 .124(Astronomical Data )J 40 134 :M 1.854 .185(Analysis Software and Systems IX)J f435 sf 1.595 .159(, 1999, eds. Dennis Crabtree, Nadine Manset and Christian )J 40 146 :M -.086(Veillet, to be pulished.)A 40 170 :M 1.609 .161(Shield, J. \(1987\). Partitioning concurrent VLSI simulation programs onto a multiprocessor by )J 40 183 :M .397 .04(simulated annealing,)J f347 sf .204 .02( IEE Proc.)J f435 sf .204 .02(, 134 \(1\), 24-30.)J 40 208 :M .453 .045(Songline Studios \(affiliate of O\325Reilly & Associates, Inc.\) \(1999\). )J 368 208 :M f347 sf 1.148 .115(Perl, Practical Extraction and )J 40 221 :M .216 .022(Report Language)J f435 sf .025 .003(, )J f640 sf 0 0 .867 :F .041(http://www.perl.com/)A 40 246 :M 0 G f435 sf -.002(Stanford University Database Group \(1999\). )A f347 sf (Lore)S f435 sf (, )S f640 sf 0 0 .867 :F -.003(http://www-db.stanford.edu/lore)A 40 270 :M 0 G f435 sf 1.931 .193(Sudhakar, V. and Siva Ram Murthy, C. \(1997\). A modified noising algorithm for the graph )J 40 283 :M .23 .023(partitioning problem, Integration,)J f347 sf .136 .014( the VLSI journal)J f435 sf .157 .016(, 22, 101-113.)J 40 307 :M 1.355 .135(Teschke, Michael, Ruf, Thomas and Lehner, Wolfgang \(1995\). Data Management in Scientific )J 40 320 :M .534(Computing)A f556 sf .178(\312)A f435 sf 1.468 .147(: A study in Market Research, )J 262 320 :M f347 sf 2.746 .275(Proceedings of ADB 95)J f435 sf 2.284 .228(, Santa Clara, California, )J 40 332 :M 0 0 .867 :F 0 G -.048(University of Erlangen-Nuremberg, )A 40 344 :M f640 sf 0 0 .867 :F .001(http://www6.informatik.uni-erlangen.de/papers/view.pl.cgi?key=LeRT95a&typ=.ps)A 40 369 :M 0 G f435 sf .364 .036(W3C \(1999a\). )J f347 sf .512 .051(XML 1.0 Recommendation)J f435 sf .272 .027(, 10 February 1998, )J f640 sf 0 0 .867 :F .104(http://www.w3.org/TR/REC-xml)A 76 382 :M 0 G f347 sf .643 .064(Extensible Markup Language \(XML\))J f435 sf .113 .011(, )J f640 sf 0 0 .867 :F .142(http://www.w3.org/XML/)A 40 407 :M 0 G f435 sf .126 .013(W3C \(1999b\). )J f347 sf .143 .014(World Wide Web Consortium \(W3C\))J f435 sf (, )S f640 sf 0 0 .867 :F .037(http://www.w3.org/)A 40 432 :M 0 G f435 sf .271 .027(W3C \(1999c\). )J f347 sf .327 .033(XLink Working Draft)J f435 sf .062 .006(, )J f640 sf 0 0 .867 :F .078(http://www.w3.org/TR/WD-xlink)A 40 457 :M 0 G f435 sf .386 .039(W3C \(1999d\). )J f347 sf .689 .069(RDF Recommendation)J f435 sf .088 .009(, )J f640 sf 0 0 .867 :F .109(http://www.w3.org/TR/REC-rdf-syntax/)A 40 482 :M 0 G f435 sf .273 .027(W3C \(1999e\).)J f586 sf ( )S f347 sf .08(DOM)A f435 sf .044 .004(, )J f640 sf 0 0 .867 :F .055(http://www.w3.org/DOM/)A 40 507 :M 0 G f435 sf .249 .025(W3C \(1999f\). )J f347 sf .375 .038(XML Schema)J f435 sf .058 .006(, )J f640 sf 0 0 .867 :F .072(http://www.w3.org/TR/NOTE-xml-schema-req)A 40 532 :M 0 G f435 sf .165 .017(W3C \(1999g\). )J f347 sf .054(XML-QL)A f435 sf (, )S f640 sf 0 0 .867 :F .047(http://www.w3.org/TR/NOTE-xml-ql/)A 40 557 :M 0 G f435 sf .257 .026(W3C \(1999h\). )J f347 sf .07(XPath)A f435 sf .179 .018(, 13 August 1999, )J f640 sf 0 0 .867 :F .073(http://www.w3.org/TR/xpath)A 40 582 :M 0 G f435 sf .182 .018(W3C \(1999i\). )J f347 sf .058(XSLT)A f435 sf .132 .013(, 13 August 1999, )J f640 sf 0 0 .867 :F .054(http://www.w3.org/TR/WD-xslt)A 40 607 :M 0 G f435 sf .979 .098(W3C \(1999j\). )J f347 sf 1.296 .13(Extensible Stylesheet Language \(XSL\) Specification)J 374 607 :M f435 sf .236 .024(, W3C Working Draft, 21 Apr )J 40 619 :M .071 .007(1999, )J f640 sf 0 0 .867 :F .023(http://www.w3.org/TR/1999/WD-xsl-19990421/)A 40 643 :M 0 G f435 sf .609 .061(Wenger, M., Fernique, P., Genova, F., Bartlett, J., Bienayme, O., Bonnarel, F., Dubois, P., Egret, )J 40 655 :M .335 .033(D., Jasniewicz, G., Lesteven, S., Monier, R. and Ochsenbein, F. \(1996\). SIMBAD on the Web and )J 40 668 :M .514 .051(Links to other Services, )J f347 sf .828 .083(American Astronomical Society Meeting)J f435 sf .571 .057(, 189, #06.02.)J 40 693 :M 2.188 .219(Z39.50 Maintenance Organization \(1999\). )J f347 sf 1.78 .178(Welcome to the Library of Congress Maintenance )J 40 706 :M .249 .025(Agency page for International Standard Z39.50)J f435 sf .052 .005(, )J f640 sf 0 0 .867 :F .064(http://www.loc.gov/z3950/agency/)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (102)S gR endp showpage %%Page: 103 103 %%BeginPageSetup initializepage (Damien ; page : 103 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 216 76 :M f481 sf 18 u481 :p 129.973 :m (PUBLICATIONS)S 40 126 :M f435 sf 1.535 .154(Guillaume, Damien and Murtagh, Fionn \(1999\). Clustering of XML documents, submitted for )J 40 139 :M .961 .096(publication in )J f347 sf 1.669 .167(Computer Physics Communications)J 294 139 :M f435 sf 1.573 .157(, for the proceedings of the workshop )J f347 sf 1.971 .197(From )J 40 152 :M .754 .075(Information to Knowledge Using Astronomical Databases)J f435 sf .519 .052(, June 1999.)J 40 200 :M 1.343 .134(McGrath, Robert E., Futrelle, Joe, Plante, Ray and Guillaume, Damien \(1999\). Digital Library )J 40 213 :M -.078(Technology for Locating and Accessing Scientific Data, )A 310 213 :M f347 sf .84 .084(Proceedings of ACM Digital Libraries 99)J f435 sf .203 .02(, )J 40 225 :M .336 .034(August 1999, 188-194.)J 40 273 :M -.021(Guillaume, Damien and Murtagh, Fionn \(1999\). An Application of XML and XLink Using a Graph-)A 40 285 :M .352 .035(Partitioning Method and a Density Map for Information Retrieval and Knowledge Discovery, ASP )J 40 298 :M 1.205 .12(Conference Series, 172, )J 165 298 :M f347 sf 2.657 .266(Astronomical Data Analysis Software and Systems VIII)J f435 sf 1.28 .128(, eds. D. M. )J 40 310 :M .117 .012(Mehringer, R. L. Plante, & D. A. Roberts \(San Francisco)J f556 sf (\312)S f435 sf .119 .012(: ASP\), 278.)J 40 358 :M .634 .063(Murtagh, Fionn and Guillaume, Damien \(1998\). Distributed Information Search and Retrieval for )J 40 371 :M 2.261 .226(Astronomical Resource Discovery and Data Mining, )J 321 371 :M f347 sf 3.73 .373(Library and Information Services in )J 40 384 :M 3.197 .32(Astronomy III)J 115 384 :M f435 sf 2.047 .205(, ASP Conference Series, 153, eds. U. Grothkopf, H. Andernach, S. Stevens-)J 40 396 :M -.018(Rayburn and M. Gomez, Electronic Editor)A f556 sf (\312)S f435 sf -.017(: H. E. Payne.)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (103)S gR endp showpage %%Page: 104 104 %%BeginPageSetup initializepage (Damien ; page : 104 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 186 76 :M f481 sf 18 u481 :p 190 :m .004(ACKNOWLEDGMENTS)A 1 G np 48 119 :M 51 116 :L 54 119 :L 51 122 :L 48 119 :L eofill 0 G -.016 -.016 48.016 119.016 .016 .016 51 116 @b 51 116.016 -.016 .016 54.016 119 .016 51 116 @a -.016 -.016 51.016 122.016 .016 .016 54 119 @b 48 119.016 -.016 .016 51.016 122 .016 48 119 @a 58 123 :M f496 sf .797 .08(PhD grant from the French Minist\217re de l\325Education Nationale, de la Recherche )J 58 138 :M 4.227 .423(et de la Technologie, for the Observatoire Astronomique de Strasbourg )J 58 153 :M .951 .095(\(Universit\216 Louis-Pasteur, France\))J 1 G np 48 194 :M 51 191 :L 54 194 :L 51 197 :L 48 194 :L eofill 0 G -.016 -.016 48.016 194.016 .016 .016 51 191 @b 51 191.016 -.016 .016 54.016 194 .016 51 191 @a -.016 -.016 51.016 197.016 .016 .016 54 194 @b 48 194.016 -.016 .016 51.016 197 .016 48 194 @a 58 198 :M .57 .057(Hosted by the Computer Science Department of the Universty of Ulster in Derry )J 58 213 :M .889 .089(\(Northern Ireland\), from September 1997 to January 1999)J 1 G np 48 254 :M 51 251 :L 54 254 :L 51 257 :L 48 254 :L eofill 0 G -.016 -.016 48.016 254.016 .016 .016 51 251 @b 51 251.016 -.016 .016 54.016 254 .016 51 251 @a -.016 -.016 51.016 257.016 .016 .016 54 254 @b 48 254.016 -.016 .016 51.016 257 .016 48 254 @a 58 258 :M 1.383 .138(Hosted by the Computer Science Department of Queen\325s University of Belfast )J 58 273 :M 1.02 .102(\(Northern Ireland\), from February 1999 to June 1999)J 1 G np 48 314 :M 51 311 :L 54 314 :L 51 317 :L 48 314 :L eofill 0 G -.016 -.016 48.016 314.016 .016 .016 51 311 @b 51 311.016 -.016 .016 54.016 314 .016 51 311 @a -.016 -.016 51.016 317.016 .016 .016 54 314 @b 48 314.016 -.016 .016 51.016 317 .016 48 314 @a 58 318 :M 1.551 .155(Hosted by the Astronomy Department of the University of Illinois at Urbana-)J 58 333 :M .376 .038(Champaign \(USA\), after July 1999)J gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (104)S gR endp showpage %%Page: 105 105 %%BeginPageSetup initializepage (Damien ; page : 105 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 226 76 :M f481 sf 18 u481 :p 108.989 :m (APPENDICES)S 40 117 :M f571 sf 14 u571 :p 74.194 :m 3.454 .345(Appendix I)J f655 sf 8 u655 :p 2.205 :m .205(\312)A f571 sf 14 u571 :p 143.601 :m 3.518 .352(: Class xml.XMLTree)J 40 141 :M f616 sf -.51(java.lang.Object)A 40 152 :M -.638( |)A 40 163 :M -.505( +----xml.XMLTree)A 40 196 :M -.145(public class )A f920 sf -.145(XMLTree)A f616 sf ( )S 40 207 :M -.513(extends Object )A 40 229 :M -.489(A simple XML tree, containing for each node: )A 76 251 :M -.547(\245 a tag )A 76 262 :M -.5(\245 a list of attributes )A 76 273 :M -.532(\245 a value )A 76 284 :M -.496(\245 a link to the first child )A 76 295 :M -.496(\245 a link to the next brother )A 76 306 :M -.5(\245 a link to the father )A 40 328 :M -.485(A child is always added at the end of the brothers-list \(with procedure )A 40 339 :M -.485(addChild\), but a new brother is inserted as the next brother to the one )A 40 350 :M -.491(specified \(with procedure addBrother\) )A 40 383 :M f920 sf .626(FIELDS)A 76 405 :M f616 sf -.574(\245 attr)A 76 416 :M -.547(\245 father)A 76 427 :M -.518(\245 first_child)A 76 438 :M -.515(\245 next_brother)A 76 449 :M -.598(\245 tag)A 76 460 :M -.598(\245 val)A 40 493 :M f920 sf .574(CONSTRUCTOR)A 76 515 :M f616 sf -.49(\245 XMLTree\(XMLTree, String, Vector, String\))A 112 526 :M -.486(XMLTree constructor, with the father, the tag, the attributes \(null )A 40 537 :M -.493(is a valid value\), and the value. )A 40 570 :M f920 sf .609(METHODS)A 76 592 :M f616 sf -.492(\245 addBrother\(String, Vector, String\))A 112 603 :M -.488(creates a new XMLTree with the parameters, and calls )A 40 614 :M -.494(addBrother\(new_brother\) with it)A 76 625 :M -.502(\245 addBrother\(XMLTree\))A 112 636 :M -.486(links the specified XMLTree as the next brother for this node)A 76 647 :M -.493(\245 addChild\(String, Vector, String\))A 112 658 :M -.486(creates a new XMLTree with its tag,attributes and value, and calls )A 40 669 :M -.49(addChild\(new_child\) to link it as a child)A 76 680 :M -.505(\245 addChild\(XMLTree\))A 112 691 :M -.486(adds the specified child at the end of the brother-to-brother list)A 76 702 :M -.505(\245 getAttVal\(String\))A 112 713 :M -.487(returns the attribute value corresponding to the given name)A 76 724 :M -.504(\245 getChildrenAt\(int\))A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (105)S gR endp showpage %%Page: 106 106 %%BeginPageSetup initializepage (Damien ; page : 106 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 112 71 :M f616 sf -.486(returns the children at index n in the tree, n beginning at 0 )A 76 82 :M -.504(\245 getChildrenCount\(\))A 112 93 :M -.488(returns the number of 1-depth children for this tree )A 76 104 :M -.507(\245 getLeavesCount\(\))A 112 115 :M -.49(returns the number of leaves for this tree )A 76 126 :M -.508(\245 getNode\(String\))A 112 137 :M -.486(returns the first first-level tag in the tree having specified name )A 76 148 :M -.493(\245 writeTree\(OutputStream, String\))A 112 159 :M -.489(writes an XML output corresponding to the tree)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (106)S gR endp showpage %%Page: 107 107 %%BeginPageSetup initializepage (Damien ; page : 107 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 86 :M f571 sf 14 u571 :p 80.01 :m 3.466 .347(Appendix II)J f655 sf 8 u655 :p 2.2 :m .2(\312)A f571 sf 14 u571 :p 163.791 :m 3.634 .363(: Class xml.Parser_XML)J 40 110 :M f616 sf -.51(java.lang.Object)A 40 121 :M -.638( |)A 40 132 :M -.507( +----xml.Parser)A 40 143 :M -.522( |)A 40 154 :M -.495( +----xml.Parser_XML)A 40 187 :M -.044(public class )A f920 sf -.048(Parser_XML)A 40 198 :M f616 sf -.513(extends Parser )A 40 220 :M -.485(A sample XML parser using the Parser class, and creating an XML tree in memory )A 40 231 :M -.486(\(with class XMLTree\). As Parser, it does not support entities. )A 40 253 :M -.485(Except when an error occurs, it does not output any text. \(so, the outstr )A 40 264 :M -.492(variable is useless for this class\) )A 40 286 :M -.484(The parsing is stopped when the first tag read is closed. So, only the first tag )A 40 297 :M -.488(and its descendants are read and added to the tree. )A 40 319 :M -.532(See Also: )A 40 330 :M -.5( Parser, XMLTree )A 40 363 :M f920 sf .569(CONSTRUCTORS)A 76 385 :M f616 sf -.489(\245 Parser_XML\(InputStream, OutputStream, XMLTree\))A 76 396 :M -.491(\245 Parser_XML\(URL, OutputStream, XMLTree\))A 40 429 :M f920 sf .609(METHODS)A 76 451 :M f616 sf -.496(\245 attribute\(String, String\) )A 112 462 :M -.489(Adds an attribute to the last attributes list )A 76 473 :M -.504(\245 close_tag\(String\) )A 112 484 :M -.486(Store the data in the node, stops the parsing if the top-node is )A 40 495 :M -.487(closed, and initialises the variables for the next tag. )A 76 506 :M -.501(\245 data_in_tag\(String\) )A 112 517 :M -.486(records the last data in a tag, and substitutes some HTML entities. )A 76 528 :M -.502(\245 error\(int, String\) )A 112 539 :M -.489(Simply prints an error to standard output... )A 76 550 :M -.499(\245 open_tag\(String, int\) )A 112 561 :M -.487(Adds a node to the XML tree, with the last attributes parsed)A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (107)S gR endp showpage %%Page: 108 108 %%BeginPageSetup initializepage (Damien ; page : 108 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f571 sf 14 u571 :p 167 :m 2.991 .299(Appendix III: AML DTD)J 40 98 :M f616 sf -.486()A 40 109 :M -.493()A 40 131 :M -.486()A 40 164 :M -.518()A 40 197 :M -.485()A 40 208 :M -.486()A 40 230 :M -.494()A 40 241 :M -.491()A 40 263 :M -.494()A 40 274 :M -.485()A 40 296 :M -.494()A 40 307 :M -.488()A 40 329 :M -.494()A 40 340 :M -.485()A 40 373 :M -.494()A 40 384 :M -.486()A 40 406 :M -.494()A 40 417 :M -.487()A 40 505 :M -.485()A 40 549 :M -.496()A 40 571 :M -.485()A 40 582 :M -.494()A 40 593 :M -.494()A 40 604 :M -.49()A 40 637 :M -.493()A 40 648 :M -.505()A 40 659 :M -.513()A 40 82 :M -.494()A 40 93 :M -.486()A 40 148 :M -.486()A 40 159 :M -.494()A 40 170 :M -.494()A 40 181 :M -.518()A 40 203 :M -.494()A 40 214 :M -.518()A 40 247 :M -.494()A 40 258 :M -.485()A 40 280 :M -.494()A 40 291 :M -.485()A 40 313 :M -.494()A 40 324 :M -.508()A 40 368 :M -.505()A 40 390 :M -.494()A 40 401 :M -.507()A 40 456 :M -.494()A 40 467 :M -.487()A 40 478 :M -.518()A 40 522 :M -.494()A 40 533 :M -.518()A 40 566 :M -.494()A 40 577 :M -.493()A 40 599 :M -.494()A 40 610 :M -.508()A 40 632 :M -.498()A 40 654 :M -.494()A 40 665 :M -.485()A 40 687 :M -.494()A 40 698 :M -.49()A 40 720 :M -.497()A 40 731 :M -.487()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (109)S gR endp showpage %%Page: 110 110 %%BeginPageSetup initializepage (Damien ; page : 110 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 82 :M f616 sf -.49()A 40 93 :M -.49()A 40 104 :M -.501()A 40 137 :M -.492()A 40 148 :M -.502()A 40 203 :M -.485()A 40 434 :M -.496()A 40 445 :M -.494()A 40 456 :M -.489()A 40 467 :M -.488()A 40 478 :M -.518()A 40 511 :M -.496()A 40 522 :M -.497()A 40 533 :M -.515()A 40 588 :M -.491()A 40 610 :M -.493()A 40 621 :M -.494()A 40 665 :M -.493()A 40 676 :M -.496()A 40 687 :M -.505()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (110)S gR endp showpage %%Page: 111 111 %%BeginPageSetup initializepage (Damien ; page : 111 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.486()A 40 203 :M -.495()A 40 214 :M -.486()A 40 236 :M -.486()A 40 247 :M -.507()A 40 302 :M -.485()A 40 335 :M -.493()A 40 346 :M -.492()A 40 357 :M -.505()A 40 368 :M -.491()A 40 379 :M -.485()A 40 390 :M -.492()A 40 401 :M -.505()A 40 412 :M -.492()A 40 423 :M -.505()A 40 434 :M -.485()A 40 445 :M -.492()A 40 456 :M -.492()A 40 467 :M -.492()A 40 478 :M -.505()A 40 489 :M -.492()A 40 500 :M -.492()A 40 511 :M -.505()A 40 522 :M -.492()A 40 533 :M -.505()A 40 544 :M -.492()A 40 555 :M -.492()A 40 566 :M -.492()A 40 577 :M -.505()A 40 588 :M -.492()A 40 599 :M -.492()A 40 621 :M -.487()A 40 643 :M -.493()A 40 654 :M -.49()A 40 676 :M -.493()A 40 687 :M -.497()A 40 709 :M -.492()A 40 720 :M -.496()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (111)S gR endp showpage %%Page: 112 112 %%BeginPageSetup initializepage (Damien ; page : 112 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.495()A 40 82 :M -.485()A 40 93 :M -.493()A 40 104 :M -.493()A 40 148 :M -.485()A 40 170 :M -.493()A 40 181 :M -.492()A 40 192 :M -.505()A 40 203 :M -.486()A 40 214 :M -.494()A 40 225 :M -.487()A 40 236 :M -.495()A 40 247 :M -.493()A 40 258 :M -.493()A 40 269 :M -.485()A 40 302 :M -.497()A 40 313 :M -.485()A 40 335 :M -.507( )A 40 379 :M -.487()A 40 390 :M -.718( )A 40 401 :M -.493()A 40 423 :M -.489()A 40 467 :M -.498()A 40 489 :M -.486()A 40 533 :M -.493()A 40 544 :M -.718( )A 40 555 :M -.487()A 40 610 :M -.491()A 40 621 :M -.499()A 40 632 :M -.487( )A 40 720 :M -.51()A 40 159 :M -.495()A 40 181 :M -.494()A 40 203 :M -.495()A 40 214 :M -.486()A 40 225 :M -.491( )A 40 577 :M -.507( )A 40 720 :M -.718( )A 40 731 :M -.49()A 40 170 :M -.489()A 40 181 :M -.505( )A 40 236 :M -.498()A 40 269 :M -.498()A 40 280 :M -.51( )A 40 324 :M -.498()A 40 357 :M -.498()A 40 368 :M -.51( )A 40 412 :M -.489()A 40 456 :M -.496()A 40 467 :M -.505( )A 40 500 :M -.488()A 40 522 :M -.498()A 40 533 :M -.508( )A 40 566 :M -.496()A 40 588 :M -.493()A 40 709 :M -.487()A 40 148 :M -.49()A 40 159 :M -.508( )A 40 225 :M -.504()A 40 236 :M -.494()A 40 247 :M -.494()A 40 258 :M -.493()A 40 280 :M -.49()A 40 368 :M -.485()A 40 423 :M -.496()A 40 434 :M -.486()A 40 456 :M -.493()A 40 478 :M -.492()A 40 489 :M -.485()A 40 511 :M -.495()A 40 533 :M -.494()A 40 555 :M -.485()A 40 588 :M -.51()A 40 599 :M -.513()A 40 610 :M -.51()A 40 621 :M -.51()A 40 643 :M -.489()A 40 654 :M -.51()A 40 665 :M -.51()A 40 676 :M -.51()A 40 687 :M -.51()A 40 698 :M -.513()A 40 709 :M -.51()A 40 720 :M -.513()A 40 731 :M -.513()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (115)S gR endp showpage %%Page: 116 116 %%BeginPageSetup initializepage (Damien ; page : 116 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.508()A 40 82 :M -.508()A 40 104 :M -.489()A 40 115 :M -.49()A 40 126 :M -.51()A 40 137 :M -.505()A 40 148 :M -.508()A 40 170 :M -.507()A 40 181 :M -.505()A 40 203 :M -.49()A 40 214 :M -.508()A 40 225 :M -.505()A 40 236 :M -.508()A 40 247 :M -.505()A 40 269 :M -.485()A 40 335 :M -.507()A 40 346 :M -.505()A 40 357 :M -.507()A 40 368 :M -.505()A 40 379 :M -.507()A 40 390 :M -.505()A 40 401 :M -.508()A 40 412 :M -.507()A 40 423 :M -.507()A 40 434 :M -.505()A 40 445 :M -.485()A 40 467 :M -.51()A 40 478 :M -.505()A 40 489 :M -.508()A 40 500 :M -.513()A 76 511 :M -.489()A 40 522 :M -.515()A 40 533 :M -.51()A 40 544 :M -.51()A 40 555 :M -.508()A 40 566 :M -.507()A 40 577 :M -.507()A 40 588 :M -.507()A 40 599 :M -.507()A 40 610 :M -.51()A 40 621 :M -.496()A 40 632 :M -.508()A 40 643 :M -.508()A 40 654 :M -.51()A 40 665 :M -.515()A 40 687 :M -.505()A 40 698 :M -.489()A 40 709 :M -.505()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (116)S gR endp showpage %%Page: 117 117 %%BeginPageSetup initializepage (Damien ; page : 117 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.487()A 40 93 :M -.51()A 40 104 :M -.51()A 40 126 :M -.51()A 40 137 :M -.51()A 40 159 :M -.51()A 40 170 :M -.51()A 40 192 :M -.51()A 40 203 :M -.51()A 40 225 :M -.51()A 40 236 :M -.51()A 40 269 :M -.485()A 40 291 :M -.494()A 40 302 :M -.486()A 40 324 :M -.494()A 40 335 :M -.49()A 40 357 :M -.494()A 40 368 :M -.486()A 40 390 :M -.494()A 40 401 :M -.49()A 40 423 :M -.494()A 40 434 :M -.486()A 40 456 :M -.494()A 40 467 :M -.49()A 40 500 :M -.495()A 40 511 :M -.496()A 40 544 :M -.493()A 40 555 :M -.493()A 40 599 :M -.487()A 40 610 :M -.494()A 40 654 :M -.489()A 40 665 :M -.492()A 40 676 :M -.492()A 40 687 :M -.492()A 40 698 :M -.492()A 40 709 :M -.492()A 40 720 :M -.492()A 40 731 :M -.492()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (117)S gR endp showpage %%Page: 118 118 %%BeginPageSetup initializepage (Damien ; page : 118 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.502()A 40 82 :M -.488()A 40 93 :M -.495()A 40 104 :M -.493()A 40 115 :M -.495()A 40 137 :M -.493()A 40 181 :M -.485()A 40 214 :M -.493()A 40 236 :M -.491()A 40 247 :M -.485()A 40 269 :M -.494()A 40 291 :M -.495()A 40 313 :M -.493()A 40 324 :M -.487()A 40 346 :M -.493()A 40 368 :M -.494()A 40 390 :M -.493()A 40 412 :M -.495()A 40 434 :M -.486()A 40 445 :M -.515()A 40 555 :M -.486()A 40 577 :M -.493()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (118)S gR endp showpage %%Page: 119 119 %%BeginPageSetup initializepage (Damien ; page : 119 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 86 :M f571 sf 14 u571 :p 277.999 :m 3.735 .374(Appendix IV: Modified noising algorithm)J 40 123 :M f347 sf .15 .015(Step 1)J f435 sf .122 .012(. Draw an initial solution. Record it as the )J f347 sf .04(current_solution)A f435 sf (. )S f526 sf .051(Goto)A f435 sf .079 .008( step 2. )J 40 139 :M f347 sf .426 .043(Step 2)J f435 sf .215 .022(. Set )J f347 sf .111(rate)A f435 sf .31 .031(, the noising rate, to )J f347 sf .13(max_rate)A f435 sf (.)S 79 152 :M .119 .012(Calculate )J f347 sf .024(delta_rate)A f435 sf .063 .006(, the rate at which )J f347 sf .024(rate)A f435 sf .087 .009( is decremented, using )J f347 sf .028(max_rate)A f435 sf (, )S f347 sf .027(min_rate)A f435 sf .052 .005(, and )J 79 165 :M f347 sf .391(max_iter)A f435 sf (.)S 79 178 :M (Set the stop counter, )S f347 sf (counter)S f435 sf ( to 0.)S 79 190 :M f526 sf .338(Goto)A f435 sf .525 .052( step 3. )J 40 206 :M f347 sf .074 .007(Step 3)J f435 sf .055 .006(. Apply )J f347 sf .02(descent)A f435 sf .034 .003( to the )J f347 sf .02(current_solution)A f435 sf .058 .006( using the original data set )J f347 sf (D)S f435 sf (.)S 79 219 :M -.006(Record it as the )A f347 sf -.006(best_solution)A f435 sf -.006( and the cost function value of this solution as the )A f347 sf -.006(best_cost)A f435 sf (.)S 79 231 :M f526 sf .338(Goto)A f435 sf .525 .052( step 4. )J 40 247 :M f347 sf .186 .019(Step 4)J f435 sf .05 .005(. )J f526 sf .074(Do)A f435 sf .105 .011( steps 5 and 6 )J f526 sf .061(While)A f435 sf .058 .006( \()J f347 sf .052(counter)A f435 sf .109 .011( is less than )J f347 sf .053(stop_count)A f435 sf ( )S f526 sf .065(and)A f435 sf ( )S f347 sf .048(rate)A f435 sf .131 .013( is greater than or equal to )J 79 260 :M f347 sf .193(min_rate)A f435 sf <29>S 79 273 :M f526 sf .052(Exit)A f435 sf .153 .015( the algorithm return the )J f347 sf .048(best_solution)A f435 sf .053 .005(. )J 40 289 :M f347 sf -.013(Step 5)A f435 sf -.012(. Noise the original data set using noising rate, )A f347 sf -.013(rate)A f435 sf -.012( to get the noised data set, )A f347 sf (D')S f435 sf (.)S 79 302 :M f526 sf .151(If)A f435 sf .095 .01( )J f347 sf .183(counter)A f435 sf .095 .01( )J f526 sf .263(mod)A f435 sf .228 .023( 2 = 0 )J f526 sf .31(Then)A 79 315 :M f435 sf .112 .011( )J f347 sf .228(Descent)A f435 sf .309 .031( on )J f347 sf .203(best_solution)A f435 sf .489 .049( using )J f347 sf .232(D')A f435 sf (.)S 79 328 :M f526 sf .201(Else)A f435 sf .103 .01( )J f347 sf .208(Descent)A f435 sf .282 .028( on )J f347 sf .188(current_solution)A f435 sf .446 .045( using )J f347 sf .212(D')A f435 sf (.)S 79 341 :M -.014(Set the above solution to )A f347 sf -.015(current_solution)A f435 sf (. )S 40 357 :M f347 sf .507 .051(Step 6)J f435 sf .137 .014(. )J f347 sf .151(Descent)A f435 sf .256 .026( on the )J f347 sf .137(current_solution)A f435 sf .324 .032( using )J f347 sf .237(D)A f435 sf (.)S 79 370 :M f526 sf .08(If)A f435 sf .203 .02( the cost of the )J f347 sf .093(current_solution)A f435 sf .103 .01( < )J f347 sf .092(best_cost)A f435 sf .05 .005( )J f526 sf .165(Then)A 79 383 :M f435 sf .114 .011( Record it as the )J f347 sf .053(best_cost)A f435 sf .112 .011( and the )J f347 sf .054(current_solution)A f435 sf .095 .009( as the )J f347 sf .053(best_solution)A f435 sf (.)S 79 396 :M .054 .005( Set )J f347 sf .042(counter)A f435 sf .078 .008( to 0.)J 79 409 :M f526 sf .11(Else)A f435 sf .363 .036( Increment )J f347 sf .108(counter)A f435 sf (.)S 79 422 :M (Decrease )S f347 sf (rate)S f435 sf ( by a factor of )S f347 sf (delta_rate)S f435 sf (. )S 40 453 :M -.159(Descent\()A f347 sf -.139(s)A f435 sf -.219(\):)A 79 466 :M f347 sf -.085(s)A f435 sf -.079( is the initial solution.)A 79 478 :M f526 sf -.113(Repeat)A f435 sf -.093( until all transformations have been tested without improvement:)A 79 491 :M -.083( Create a neighbor )A f347 sf -.063(s')A f435 sf -.07( of )A f347 sf -.082(s)A f435 sf -.089( by using an elementary transformation)A 79 503 :M -.096( \(it can be only moves, or moves and exchanges alternatively\))A 79 516 :M .041 .004( )J f526 sf .065(If)A f435 sf .158 .016( the cost of )J f347 sf .054(s')A f435 sf .141 .014( < cost of )J f347 sf .07(s)A f435 sf ( )S f526 sf .1(Then)A f435 sf .116 .012( set )J f347 sf .07(s)A f435 sf .096 .01( to )J f347 sf .054(s')A f435 sf ( )S gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (119)S gR endp showpage %%Page: 120 120 %%BeginPageSetup initializepage (Damien ; page : 120 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f571 sf 14 u571 :p 179 :m 3.539 .354(Appendix V: IM2PRE.XSL)J 40 98 :M f616 sf -.486()A 40 109 :M -.498()A 40 131 :M -.493()A 40 142 :M -.488()A 40 153 :M -.49()A 40 164 :M -.493()A 40 175 :M -.485(, )A 40 186 :M -.485( )A 40 197 :M -.485( )A 40 208 :M -.488(; )A 40 219 :M -.513()A 40 230 :M -.513()A 40 252 :M -.495()A 40 263 :M -.492()A 40 274 :M -.486()A 40 296 :M -.485()A 40 307 :M -.485()A 40 318 :M -.485()A 40 329 :M -.485()A 40 340 :M -.485(::)A 40 362 :M -.513()A 40 384 :M -.494()A 40 395 :M -.493()A 40 406 :M -.491()A 40 417 :M -.498()A 40 428 :M -.491(-)A 40 439 :M -.491(+)A 40 450 :M -.513()A 40 461 :M -.498()A 40 472 :M -.486()A 40 483 :M -.486()A 40 494 :M -.513()A 40 505 :M -.485()A 40 516 :M -.484()A 40 527 :M -.485()A 40 538 :M -.485()A 40 549 :M -.496()A 40 560 :M -.485(::)A 40 582 :M -.513()A 40 604 :M -.497()A 40 615 :M -.522()A 40 626 :M -.532()A 40 637 :M -.532()A 40 648 :M -.491()A 40 659 :M -.489()A 40 670 :M -.513()A 40 681 :M -.526()A 40 692 :M -.485()A 40 703 :M -.488()A 40 714 :M -.526()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (120)S gR endp showpage %%Page: 121 121 %%BeginPageSetup initializepage (Damien ; page : 121 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 82 :M f616 sf -.486()A 40 104 :M -.489()A 40 137 :M -.49()A 40 181 :M -.574()A 40 192 :M -.487()A 40 203 :M -.484()A 40 214 :M -.558()A 40 236 :M -.492()A 40 247 :M -.488()A 40 258 :M -.487()A 40 269 :M -.487()A 40 280 :M -.49()A 40 291 :M -.486()A 40 302 :M -.487()A 40 313 :M -.491()A 40 324 :M -.515()A 40 335 :M -.488()A 40 346 :M -.488()A 40 357 :M -.488()A 40 368 :M -.489()A 40 379 :M -.489()A 40 390 :M -.513()A 40 401 :M -.49()A 40 423 :M -.515()A 40 434 :M -.547()A 40 445 :M -.493(Type)A 40 456 :M -.492(Pixels)A 40 467 :M -.49(Coord Value)A 40 478 :M -.491(at Pixel)A 40 489 :M -.491(Coord Incr)A 40 500 :M -.493(Units)A 40 511 :M -.538()A 40 522 :M -.574()A 40 533 :M -.49()A 40 544 :M -.638()A 40 555 :M -.485()A 40 566 :M -.494()A 40 577 :M -.487()A 40 588 :M -.638()A 40 599 :M -.522()A 40 610 :M -.492()A 40 621 :M -.493()A 40 632 :M -.487()A 40 643 :M -.504()A 40 654 :M -.526()A 40 665 :M -.485()A 40 687 :M -.492()A 40 698 :M -.487()A 40 709 :M -.504()A 40 720 :M -.526()A 40 731 :M -.486()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (121)S gR endp showpage %%Page: 122 122 %%BeginPageSetup initializepage (Damien ; page : 122 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.486()A 40 93 :M -.526()A 40 104 :M -.513()A 40 115 :M -.49()A 40 126 :M -.51()A 40 137 :M -.518()A 40 148 :M -.598()A 40 159 :M -.493()A 40 181 :M -.522()A 40 192 :M -.485()A 40 225 :M -.493(arcsec)A 40 247 :M -.526()A 40 258 :M -.486()A 40 269 :M -.485(km/s)A 40 291 :M -.526()A 40 302 :M -.491()A 40 313 :M -.486(Hz)A 40 324 :M -.526()A 40 335 :M -.513()A 40 346 :M -.487(?)A 40 357 :M -.51()A 40 368 :M -.518()A 40 379 :M -.598()A 40 390 :M -.532()A 40 401 :M -.526()A 40 412 :M -.513()A 40 423 :M -.558()A 40 434 :M -.513()A 40 478 :M -.532()A 40 489 :M -.538()A 40 500 :M -.505(AUTHOR)A 40 511 :M -.505()A 40 522 :M -.493()A 40 533 :M -.491()A 40 544 :M -.487()A 40 555 :M -.504()A 40 566 :M -.526()A 40 577 :M -.513()A 40 588 :M -.491()A 40 599 :M -.484()A 40 610 :M -.504()A 40 621 :M -.51()A 40 632 :M -.502()A 40 643 :M -.532()A 40 654 :M -.538()A 40 665 :M -.507(TITLE)A 40 676 :M -.485()A 40 687 :M -.532()A 40 698 :M -.538()A 40 709 :M -.496(RIGHT_ASCENSION)A 40 720 :M -.489([ )A 40 731 :M -.485()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (122)S gR endp showpage %%Page: 123 123 %%BeginPageSetup initializepage (Damien ; page : 123 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.487(, )A 40 82 :M -.485()A 40 93 :M -.491( ] \(J2000\))A 40 104 :M -.532()A 40 115 :M -.538()A 40 126 :M -.499(DECLINATION)A 40 137 :M -.489([ )A 40 148 :M -.485()A 40 159 :M -.487(, )A 40 170 :M -.485()A 40 181 :M -.491( ] \(J2000\))A 40 192 :M -.532()A 40 203 :M -.538()A 40 214 :M -.502(RESTFREQ)A 40 225 :M -.486()A 40 236 :M -.532()A 40 247 :M -.538()A 40 258 :M -.501(FREQUENCY)A 40 269 :M -.485([ , ] \(Hz\))A 40 291 :M -.532()A 40 302 :M -.538()A 40 313 :M -.499(OBJECT_NAME)A 40 324 :M -.485()A 40 335 :M -.501()A 40 346 :M -.488(, )A 40 357 :M -.5()A 40 368 :M -.532()A 40 379 :M -.538()A 40 390 :M -.499(OBJECT_TYPE)A 40 401 :M -.485()A 40 412 :M -.501()A 40 423 :M -.488(, )A 40 434 :M -.5()A 40 445 :M -.532()A 40 456 :M -.538()A 40 467 :M -.501(TELESCOPE)A 40 478 :M -.486()A 40 489 :M -.532()A 40 500 :M -.538()A 40 511 :M -.504(SPECIES)A 40 522 :M -.487()A 40 533 :M -.532()A 40 544 :M -.538()A 40 555 :M -.5(TRANSITION)A 40 566 :M -.487()A 40 577 :M -.532()A 40 588 :M -.538()A 40 599 :M -.501(IS_SURVEY)A 40 610 :M -.505()A 40 621 :M -.485()A 40 632 :M -.515()A 40 654 :M -.526()A 40 665 :M -.494(F)A 40 676 :M -.502()A 40 687 :M -.532()A 40 698 :M -.538()A 40 709 :M -.501(REFERENCE)A 40 720 :M -.487()A 40 731 :M -.532()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (123)S gR endp showpage %%Page: 124 124 %%BeginPageSetup initializepage (Damien ; page : 124 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.538()A 40 82 :M -.502(CODENAME)A 40 93 :M -.489()A 40 104 :M -.532()A 40 115 :M -.526()A 40 137 :M -.485()A 40 148 :M -.558()A 40 159 :M -.485()A 40 170 :M -.574()A 40 181 :M -.489(<xsl:value-of select="@title"/>)A 40 192 :M -.49()A 40 203 :M -.558()A 40 214 :M -.513()A 40 225 :M -.547()A 40 236 :M -.538()A 40 258 :M -.518()A 40 269 :M -.513()A 40 280 :M -.508()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (124)S gR endp showpage %%Page: 125 125 %%BeginPageSetup initializepage (Damien ; page : 125 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f571 sf 14 u571 :p 232.999 :m 3.567 .357(Appendix VI: IMGPRETMPL.DTD)J 40 98 :M f616 sf -.485()A 40 142 :M -.488()A 40 164 :M -.494()A 40 186 :M -.491()A 40 208 :M -.492()A 40 230 :M -.492()A 40 263 :M -.494()A 40 285 :M -.497()A 40 307 :M -.496()A 40 340 :M -.491()A 40 362 :M -.491()A 40 384 :M -.494()A 40 395 :M -.496()A 40 417 :M -.494()A 40 428 :M -.496()A 40 450 :M -.491()A 40 472 :M -.495()A 40 494 :M -.495()A 40 516 :M -.495()A 40 549 :M -.485()A 40 571 :M -.496()A 40 593 :M -.495()A 40 615 :M -.496()A 40 637 :M -.497()A 40 659 :M -.495()A 40 692 :M -.513()A 40 725 :M -.491()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (125)S gR endp showpage %%Page: 126 126 %%BeginPageSetup initializepage (Damien ; page : 126 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.485()A 40 93 :M -.498()A 40 104 :M -.491()A 40 126 :M -.497()A 40 148 :M -.502()A 40 170 :M -.505()A 40 192 :M -.5()A 40 225 :M -.495()A 40 236 :M -.492()A 40 247 :M -.485()A 40 280 :M -.485()A 40 302 :M -.494()A 40 313 :M -.498()A 40 324 :M -.498()A 40 357 :M -.499()A 40 379 :M -.489()A 40 401 :M -.497()A 40 423 :M -.498()A 40 445 :M -.498()A 40 467 :M -.492()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (126)S gR endp showpage %%Page: 127 127 %%BeginPageSetup initializepage (Damien ; page : 127 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 74 :M f571 sf 14 u571 :p 196 :m 3.529 .353(Appendix VII: IMTMPL.XSL)J 40 98 :M f616 sf -.486()A 40 109 :M -.487()A 40 120 :M -.497()A 40 142 :M -.493()A 40 153 :M -.574()A 40 164 :M -.574()A 40 175 :M -.488()A 40 186 :M -.493()A 40 197 :M -.513()A 40 208 :M -.487()A 40 219 :M -.489()A 40 230 :M -.487(<xsl:value-of select="IMCODE"/>Project Page )A 40 241 :M -.487()A 40 252 :M -.485()A 40 263 :M -.558()A 40 285 :M -.491( )A 40 307 :M -.486()A 40 329 :M -.489()A 40 362 :M -.491()A 40 373 :M -.486()A 40 384 :M -.499()A 40 472 :M -.497( )A 40 483 :M -.496( )A 40 549 :M -.496( )A 40 604 :M -.496( )A 40 659 :M -.496( )A 40 714 :M -.493()A 40 93 :M -.496( )A 40 159 :M -.598()A 40 170 :M -.49( )A 40 225 :M -.598()A 40 236 :M -.547(
)A 40 395 :M -.488(NCSA Astronomy Digital Image Library)A 40 461 :M -.598( )A 40 494 :M -.485(Abstract)A 40 538 :M -.598()A 40 560 :M -.486(Project Page)A 40 593 :M -.598()A 40 615 :M -.485(Download)A 40 648 :M -.598()A 40 670 :M -.486(Data Search)A 40 703 :M -.598()A 40 104 :M -.485(Help)A 40 148 :M -.598(
)A 40 192 :M -.485(NCSA Astronomy Digital Image Library     Image Preview Page)A 40 203 :M -.558()A 40 214 :M -.598(
)A 40 247 :M -.558()A 40 269 :M -.489(

)A 40 291 :M -.489(

)A 40 313 :M -.485(Codename:    )A 40 324 :M -.492(\(\)
)A 40 335 :M -.495(Object Name: )A 40 346 :M -.491()A 40 357 :M -.501()A 40 368 :M -.488(, )A 40 379 :M -.513()A 40 390 :M -.598(
)A 40 401 :M -.495(Object Type: )A 40 412 :M -.491()A 40 423 :M -.501()A 40 434 :M -.488(, )A 40 445 :M -.513()A 40 456 :M -.598(
)A 40 467 :M -.497()A 40 478 :M -.485(Spectral Line:
)A 40 489 :M -.538()A 40 500 :M -.598(
)A 40 522 :M -.486()A 40 533 :M -.486([selected plane from image]
)A 40 555 :M -.493()A 40 566 :M -.598(
)A 40 577 :M -.485(File Size: kB
)A 40 599 :M -.526(Reference: )A 40 610 :M -.485()A 40 621 :M -.486()A 40 632 :M -.491(
)A 40 643 :M -.598(
)A 40 654 :M -.504()A 40 665 :M -.487(Object:
)A 40 676 :M -.497()A 40 687 :M -.49(Line:
)A 40 698 :M -.538()A 40 709 :M -.486(Telescope:
)A 40 720 :M -.488(Image intensity units: )A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (128)S gR endp showpage %%Page: 129 129 %%BeginPageSetup initializepage (Damien ; page : 129 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.492()A 40 82 :M -.488( )A 40 93 :M -.574(
)A 40 104 :M -.491( )A 40 115 :M -.49(
)A 40 126 :M -.488(
)A 40 137 :M -.508( )A 40 148 :M -.558(
)A 40 159 :M -.558(
)A 40 170 :M -.526( )A 40 181 :M -.486( )A 40 192 :M -.49( )A 40 203 :M -.49( )A 40 214 :M -.501( )A 40 225 :M -.493( )A 40 236 :M -.496( )A 40 247 :M -.508( )A 40 258 :M -.532(
)A 40 269 :M -.513()A 40 302 :M -.491()A 40 313 :M -.486(Equinox:
)A 40 324 :M -.538()A 40 335 :M -.491()A 40 346 :M -.486(Epoch:
)A 40 357 :M -.538()A 40 368 :M -.485(Rest frequency: Hz
)A 40 379 :M -.598(
)A 40 390 :M -.486()A 40 423 :M -.498(Project Overview
)A 40 445 :M -.485()A 40 467 :M -.486()A 40 489 :M -.49(Abstract and Project Description
)A 40 500 :M -.485()A 40 511 :M -.486()A 40 533 :M -.496(FITS Header Keywords
)A 40 544 :M -.485()A 40 555 :M -.486()A 40 577 :M -.496(FITS Header History
)A 40 588 :M -.507()A 40 599 :M -.486()A 40 610 :M -.486()A 40 632 :M -.487(Movie Page: Browse other planes from this image
)A 40 643 :M -.5()A 40 654 :M -.486()A 40 665 :M -.486()A 40 687 :M -.488(Download the FITS image
)A 40 709 :M -.493(

Other Related Data Files

)A 40 731 :M -.495()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (129)S gR endp showpage %%Page: 130 130 %%BeginPageSetup initializepage (Damien ; page : 130 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.638(
    )A 40 82 :M -.493()A 40 93 :M -.486(
    • )A 40 104 :M -.513(    )A 40 115 :M -.598(
)A 40 126 :M -.538()A 40 148 :M -.492(

Searchable Keyword Values

)A 40 170 :M -.486()A 40 181 :M -.491()A 40 192 :M -.487()A 40 214 :M -.513()A 40 225 :M -.547(
)A 40 247 :M -.494(
)A 40 258 :M -.486()A 40 269 :M -.502()A 40 357 :M -.497( )A 40 368 :M -.485( )A 40 412 :M -.485( )A 40 456 :M -.486( )A 40 522 :M -.598()A 40 533 :M -.547(
)A 40 280 :M -.488(NCSA Astronomy Digital Image Library)A 40 346 :M -.598( )A 40 379 :M -.486(Data Search)A 40 423 :M -.486(Get By Code)A 40 467 :M -.485(Help)A 40 511 :M -.598(
)A 40 555 :M -.491()A 40 566 :M -.486(The Astronomy)A 40 577 :M -.49(Digital Image Library is a project of)A 40 588 :M -.486(Radio Astronomy Imaging )A 40 599 :M -.485(Team
at the National Center)A 40 610 :M -.487(for Supercomputing Applications on the campus of the )A 40 621 :M -.487(University of Illinois at)A 40 632 :M -.498(Urbana-Champaign
)A 40 643 :M -.558(
)A 40 654 :M -.508(Contact the ADIL:)A 40 665 :M -.485(imagelib@ncsa.uiuc.edu
)A 40 687 :M -.558()A 40 698 :M -.598(
)A 40 720 :M -.558()A 40 731 :M -.558()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (130)S gR endp showpage %%Page: 131 131 %%BeginPageSetup initializepage (Damien ; page : 131 sur 131)setjob %%EndPageSetup gS 0 0 560 797 rC 40 62 481 700 rC 40 62 481 673 rC gR gS 4 26 553 709 rC 40 71 :M f616 sf -.513()A 40 82 :M -.508()A gR gS 40 736 481 26 rC gR gS 4 700 553 62 rC 272 759 :M f347 sf (131)S gR endp showpage %%Trailer end %%EOF