@prefix : . @prefix ov: . @prefix mls: . @prefix owl: . @prefix rdf: . @prefix sdo: . @prefix xml: . @prefix xsd: . @prefix adms: . @prefix dcat: . @prefix foaf: . @prefix mlso: . @prefix prov: . @prefix rdfs: . @prefix skos: . @prefix fabio: . @prefix schema: . @prefix dcterms: . @prefix edamontology: . @base . rdf:type owl:Ontology ; owl:imports ; dcterms:abstract "An ontology for describing machine learning datasets, tasks, pipelines, experiments, software and publications. The ontology extends ML-Schema, DCAT, FaBiO and SDO."@en ; dcterms:created "December 7th, 2023"@en ; dcterms:creator "Anastasia Dimou"@en , "Ioannis Dasoulas"@en ; dcterms:license ; dcterms:title "The Machine Learning Sailor Ontology"@en ; rdfs:comment "An ontology for describing machine learning datasets, tasks, pipelines, experiments, software and publications. The ontology extends ML-Schema, DCAT, FaBiO and SDO."@en ; owl:versionInfo "1.0.0"@en . ################################################################# # Annotation properties ################################################################# ### http://purl.org/dc/terms/abstract dcterms:abstract rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/accessRights dcterms:accessRights rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/author dcterms:author rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/available dcterms:available rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/bibliographicCitation dcterms:bibliographicCitation rdf:type owl:AnnotationProperty ; rdfs:domain mlso:ScientificWork . ### http://purl.org/dc/terms/contributor dcterms:contributor rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/created dcterms:created rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/creator dcterms:creator rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/dateSubmitted dcterms:dateSubmitted rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/description dcterms:description rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/isReferencedBy dcterms:isReferencedBy rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/language dcterms:language rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/license dcterms:license rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/relation dcterms:relation rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/source dcterms:source rdf:type owl:AnnotationProperty . ### http://purl.org/dc/terms/title dcterms:title rdf:type owl:AnnotationProperty . ### http://www.w3.org/2000/01/rdf-schema#isDefinedBy rdfs:isDefinedBy rdf:type owl:AnnotationProperty . ### http://www.w3.org/2002/07/owl#sameAs owl:sameAs rdf:type owl:AnnotationProperty . ################################################################# # Object Properties ################################################################# ### http://purl.org/dc/terms/contributor dcterms:contributor rdf:type owl:ObjectProperty . ### http://purl.org/dc/terms/creator dcterms:creator rdf:type owl:ObjectProperty . ### http://purl.org/dc/terms/publisher dcterms:publisher rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://purl.org/dc/terms" ; rdfs:label "publisher" . ### http://w3id.org/mlso/hasAlgorithmType mlso:hasAlgorithmType rdf:type owl:ObjectProperty ; rdfs:subPropertyOf mlso:hasType ; rdfs:domain mls:Algorithm ; rdfs:range skos:Concept ; dcterms:description "A relation between an algorithm the category of algorithms that it belongs to." ; rdfs:comment "A relation between an algorithm the category of algorithms that it belongs to." ; rdfs:label "has algorithm type" . ### http://w3id.org/mlso/hasDataCharacteristicType mlso:hasDataCharacteristicType rdf:type owl:ObjectProperty ; rdfs:subPropertyOf mlso:hasType ; rdfs:domain mls:DataCharacteristic ; rdfs:range skos:Concept ; dcterms:description "A relation between a data characteristic and the category of data characteristics that it belongs to." ; rdfs:comment "A relation between a data characteristic and the category of data characteristics that it belongs to." ; rdfs:label "has data characteristic type" . ### http://w3id.org/mlso/hasDefaultTargetFeature mlso:hasDefaultTargetFeature rdf:type owl:ObjectProperty ; rdfs:domain dcat:Distribution ; rdfs:range mls:Feature ; dcterms:description "A relation between a dataset and a feature that is the default target feature." ; rdfs:comment "A relation between a dataset and a feature that is the default target feature." ; rdfs:label "has default target feature" . ### http://w3id.org/mlso/hasEvaluationMeasureType mlso:hasEvaluationMeasureType rdf:type owl:ObjectProperty ; rdfs:subPropertyOf mlso:hasType ; rdfs:domain mls:EvaluationMeasure ; rdfs:range skos:Concept ; dcterms:description "A relation between an evaluation measure and the category of evaluation measures that it belongs to." ; rdfs:comment "A relation between an evaluation measure and the category of evaluation measures that it belongs to." ; rdfs:label "has evaluation measure type" . ### http://w3id.org/mlso/hasEvaluationProcedureType mlso:hasEvaluationProcedureType rdf:type owl:ObjectProperty ; rdfs:subPropertyOf mlso:hasType ; rdfs:domain mls:EvaluationProcedure ; rdfs:range skos:Concept ; dcterms:description "A relation between an evaluation procedure and the category of evaluation procedures that it belongs to." ; rdfs:comment "A relation between an evaluation procedure and the category of evaluation procedures that it belongs to." ; rdfs:label "has evaluation procedure type" . ### http://w3id.org/mlso/hasFormat mlso:hasFormat rdf:type owl:ObjectProperty ; rdfs:domain mls:Data ; rdfs:range edamontology:format_1950 ; dcterms:description "A relation between a data file and its format." ; rdfs:comment "A relation between a data file and its format." ; rdfs:label "has format" . ### http://w3id.org/mlso/hasIdFeature mlso:hasIdFeature rdf:type owl:ObjectProperty ; rdfs:domain dcat:Distribution ; rdfs:range mls:Feature ; dcterms:description "A relation between a dataset and a feature that is used for identifying the different instances of the dataset." ; rdfs:comment "A relation between a dataset and a feature that is used for identifying the different instances of the dataset." ; rdfs:label "has id feature" . ### http://w3id.org/mlso/hasLearningMethodType mlso:hasLearningMethodType rdf:type owl:ObjectProperty ; rdfs:subPropertyOf mlso:hasType ; rdfs:domain mls:Algorithm ; rdfs:range skos:Concept ; dcterms:description "A relation between an algorithm learning method and the category of algorithm learning methods that it belongs to." ; rdfs:comment "A relation between an algorithm learning method and the category of algorithm learning methods that it belongs to." ; rdfs:label "has learning method type" . ### http://w3id.org/mlso/hasModality mlso:hasModality rdf:type owl:ObjectProperty ; rdfs:domain mls:Data ; rdfs:range mlso:DataModality ; dcterms:description "A relation between a data entity and its data modality." ; rdfs:comment "A relation between a data entity and its data modality." ; rdfs:label "has modality" . ### http://w3id.org/mlso/hasRelatedImplementation mlso:hasRelatedImplementation rdf:type owl:ObjectProperty ; rdfs:domain mls:InformationEntity ; rdfs:range mls:Implementation ; dcterms:description "A relation between an entity and a machine learning implementation that leverages it by using it as a resource." ; rdfs:comment "A relation between an entity and a machine learning implementation that leverages it by using it as a resource." ; rdfs:label "has related implementation" . ### http://w3id.org/mlso/hasRelatedSoftware mlso:hasRelatedSoftware rdf:type owl:ObjectProperty ; rdfs:domain mls:InformationEntity ; rdfs:range mls:Software ; dcterms:description "A relation between an entity and a software implementation that leverages or references this entity." ; rdfs:comment "A relation between an entity and a software implementation that leverages or references this entity." ; rdfs:label "has related software" . ### http://w3id.org/mlso/hasScientificReference mlso:hasScientificReference rdf:type owl:ObjectProperty ; owl:inverseOf mlso:scientificReferenceOf ; rdfs:range mlso:ScientificWork ; dcterms:description "A relation between an entity and a scientific work that references it." ; rdfs:comment "A relation between an entity and a scientific work that references it." ; rdfs:label "has scientific reference" . ### http://w3id.org/mlso/hasTaskType mlso:hasTaskType rdf:type owl:ObjectProperty ; rdfs:subPropertyOf mlso:hasType ; rdfs:range skos:Concept ; dcterms:description "A relation between a task and the category of tasks that it belongs to." ; rdfs:comment "A relation between a task and the category of tasks that it belongs to." ; rdfs:label "has task type" . ### http://w3id.org/mlso/hasType mlso:hasType rdf:type owl:ObjectProperty ; rdfs:range skos:Concept ; dcterms:description "A relation between an instance and a vocabulary concept that can describe it." ; rdfs:label "has type" . ### http://w3id.org/mlso/hasVariant mlso:hasVariant rdf:type owl:ObjectProperty ; owl:inverseOf mlso:isVariantOf ; rdfs:domain mls:Data ; rdfs:range mls:Data ; dcterms:description "A relation between two data entities that share significant similarities but differ in certain characteristics or aspects." ; rdfs:comment "A relation between two data entities that share significant similarities but differ in certain characteristics or aspects." ; rdfs:label "has variant" . ### http://w3id.org/mlso/ignoresFeature mlso:ignoresFeature rdf:type owl:ObjectProperty ; rdfs:domain dcat:Distribution ; rdfs:range mls:Feature ; dcterms:description "A relation between a dataset and a feature that is to be ignored when processing the dataset." ; rdfs:comment "A relation between a dataset and a feature that is to be ignored when processing the dataset." ; rdfs:label "ignores feature" . ### http://w3id.org/mlso/isVariantOf mlso:isVariantOf rdf:type owl:ObjectProperty ; rdfs:label "is variant of" . ### http://w3id.org/mlso/relatedToField mlso:relatedToField rdf:type owl:ObjectProperty ; rdfs:range skos:Concept ; dcterms:description "A relation between an instance and the machine learning field that it is associated with." ; rdfs:comment "A relation between an instance and the machine learning field that it is associated with." ; rdfs:label "related to field" . ### http://w3id.org/mlso/scientificReferenceOf mlso:scientificReferenceOf rdf:type owl:ObjectProperty ; rdfs:domain mlso:ScientificWork ; rdfs:label "scientific reference of" . ### http://w3id.org/mlso/trainedOn mlso:trainedOn rdf:type owl:ObjectProperty ; rdfs:domain mls:Model ; rdfs:range mls:Data ; dcterms:description "A relation between a machine learning model and the data that it was trained on." ; rdfs:comment "A relation between a machine learning model and the data that it was trained on." ; rdfs:label "trained on" . ### http://www.w3.org/ns/adms#status adms:status rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/adms" ; rdfs:label "status" . ### http://www.w3.org/ns/dcat#accessService dcat:accessService rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "access service" . ### http://www.w3.org/ns/dcat#dataset dcat:dataset rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "dataset" . ### http://www.w3.org/ns/dcat#distribution dcat:distribution rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "distribution" . ### http://www.w3.org/ns/dcat#servesDataset dcat:servesDataset rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "serves dataset" . ### http://www.w3.org/ns/mls#achieves mls:achieves rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#definedOn mls:definedOn rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#defines mls:defines rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#executes mls:executes rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#hasHyperParameter mls:hasHyperParameter rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#hasInput mls:hasInput rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#hasOutput mls:hasOutput rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#hasPart mls:hasPart rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#hasQuality mls:hasQuality rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#implements mls:implements rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#realizes mls:realizes rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/mls#specifiedBy mls:specifiedBy rdf:type owl:ObjectProperty ; rdfs:isDefinedBy . ### http://www.w3.org/ns/prov#atLocation prov:atLocation rdf:type owl:ObjectProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/prov" ; rdfs:label "at location" . ################################################################# # Data properties ################################################################# ### http://purl.org/dc/terms/bibliographicCitation dcterms:bibliographicCitation rdf:type owl:DatatypeProperty . ### http://purl.org/dc/terms/description dcterms:description rdf:type owl:DatatypeProperty . ### http://purl.org/dc/terms/identifier dcterms:identifier rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "http://purl.org/dc/terms" ; rdfs:label "identifier" . ### http://purl.org/dc/terms/issued dcterms:issued rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "http://purl.org/dc/terms" ; rdfs:label "issued" . ### http://purl.org/dc/terms/language dcterms:language rdf:type owl:DatatypeProperty . ### http://purl.org/dc/terms/licence dcterms:licence rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "http://purl.org/dc/terms" ; rdfs:label "licence" . ### http://purl.org/dc/terms/title dcterms:title rdf:type owl:DatatypeProperty . ### http://purl.org/spar/fabio/abstract fabio:abstract rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy . ### http://purl.org/spar/fabio/hasArXivId fabio:hasArXivId rdf:type owl:DatatypeProperty ; rdfs:subPropertyOf dcterms:identifier ; rdfs:isDefinedBy "http://purl.org/spar/fabio/" . ### http://schema.org/codeRepository schema:codeRepository rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy schema: ; rdfs:label "code repository" . ### http://w3id.org/mlso/hasCacheFormat mlso:hasCacheFormat rdf:type owl:DatatypeProperty ; rdfs:range rdfs:Literal ; dcterms:description "A relation between a data entity and its cache format." ; rdfs:comment "A relation between a data entity and its cache format." ; rdfs:label "has cache format" . ### http://w3id.org/mlso/hasDataLoaderLocation mlso:hasDataLoaderLocation rdf:type owl:DatatypeProperty ; rdfs:domain mls:Data ; rdfs:range xsd:anyURI ; dcterms:description "A relation between a data entity and an online location that its data loader can be found." ; rdfs:comment "A relation between a data entity and an online location that its data loader can be found." ; rdfs:label "has data loader location" . ### http://w3id.org/mlso/hasMD5 mlso:hasMD5 rdf:type owl:DatatypeProperty ; rdfs:domain dcat:Distribution ; rdfs:range rdfs:Literal ; dcterms:description "A relation between a dataset distribution and its md5 hash." ; rdfs:comment "A relation between a dataset distribution and its md5 hash." ; rdfs:label "has MD5" . ### http://w3id.org/mlso/hasNumberOfReferences mlso:hasNumberOfReferences rdf:type owl:DatatypeProperty ; rdfs:range xsd:int ; dcterms:description "A relation between an entity and the number of times it is referenced in scientific publications." ; rdfs:comment "A relation between an entity and the number of times it is referenced in scientific publications." ; rdfs:label "has number of references" . ### http://w3id.org/mlso/hasPredictionsLocation mlso:hasPredictionsLocation rdf:type owl:DatatypeProperty ; rdfs:domain mls:Run ; rdfs:range xsd:anyURI ; dcterms:description "A relation between a run and the URI where its predictions can be found." ; rdfs:comment "A relation between a run and the URI where its predictions can be found." ; rdfs:label "has predictions location" . ### http://w3id.org/mlso/hasTrainTestSplitIndices mlso:hasTrainTestSplitIndices rdf:type owl:DatatypeProperty ; rdfs:domain mls:Task ; rdfs:range rdfs:Literal ; dcterms:description "A relation between a machine learning task and the dataset split it uses on the dataset that it is defined on." ; rdfs:comment "A relation between a machine learning task and the dataset split it uses on the dataset that it is defined on." ; rdfs:label "has train test split indices" . ### http://www.w3.org/ns/dcat#downloadURL dcat:downloadURL rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "https://www.w3.org/ns/dcat" ; rdfs:label "download URL" . ### http://www.w3.org/ns/dcat#keyword dcat:keyword rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "keyword" . ### http://www.w3.org/ns/dcat#landingPage dcat:landingPage rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "landing page" . ### https://w3id.org/okn/o/sd#softwareRequirements sdo:softwareRequirements rdf:type owl:DatatypeProperty ; rdfs:isDefinedBy "https://w3id.org/okn/o/sd#" ; rdfs:label "software requirements" . ################################################################# # Classes ################################################################# ### http://edamontology.org/format_1950 edamontology:format_1950 rdf:type owl:Class ; rdfs:subClassOf mls:InformationEntity ; rdfs:isDefinedBy "http://edamontology.org/" ; rdfs:label "Format" . ### http://w3id.org/mlso/DataModality mlso:DataModality rdf:type owl:Class ; rdfs:subClassOf mls:InformationEntity ; dcterms:description "Data modality refers to the different types or forms of data that exist, and it is often used to describe the way information is represented or encoded in a dataset." ; rdfs:comment "Data modality refers to the different types or forms of data that exist, and it is often used to describe the way information is represented or encoded in a dataset." ; rdfs:label "Data Modality" . ### http://w3id.org/mlso/HyperParameterCharacteristic mlso:HyperParameterCharacteristic rdf:type owl:Class ; rdfs:subClassOf mls:DataCharacteristic ; dcterms:description "HyperParameter Characteristic is a distinguishing quality or property that distinguish one hyper-parameter from another." ; rdfs:comment "HyperParameter Characteristic is a distinguishing quality or property that distinguish one hyper-parameter from another." ; rdfs:label "HyperParameter Characteristic" . ### http://w3id.org/mlso/ScientificWork mlso:ScientificWork rdf:type owl:Class ; rdfs:subClassOf mls:InformationEntity . ### http://www.w3.org/2004/02/skos/core#Concept skos:Concept rdf:type owl:Class ; rdfs:isDefinedBy "http://www.w3.org/2004/02/skos/core#" ; rdfs:label "Concept" . ### http://www.w3.org/ns/dcat#Catalog dcat:Catalog rdf:type owl:Class ; rdfs:subClassOf mls:Dataset ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "Catalog" . ### http://www.w3.org/ns/dcat#DataService dcat:DataService rdf:type owl:Class ; rdfs:subClassOf mls:InformationEntity ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "Data Service" . ### http://www.w3.org/ns/dcat#Distribution dcat:Distribution rdf:type owl:Class ; rdfs:subClassOf mls:Data ; rdfs:isDefinedBy "http://www.w3.org/ns/dcat" ; rdfs:label "Distribution" . ### http://www.w3.org/ns/mls#Algorithm mls:Algorithm rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Algorithm" . ### http://www.w3.org/ns/mls#Data mls:Data rdf:type owl:Class ; rdfs:subClassOf [ rdf:type owl:Restriction ; owl:onProperty mls:defines ; owl:someValuesFrom mls:Task ] ; rdfs:isDefinedBy ; rdfs:label "Data" . ### http://www.w3.org/ns/mls#DataCharacteristic mls:DataCharacteristic rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Data Characteristic" . ### http://www.w3.org/ns/mls#Dataset mls:Dataset rdf:type owl:Class ; rdfs:label "Dataset" ; owl:sameAs "https://www.w3.org/ns/dcat#Dataset" . ### http://www.w3.org/ns/mls#DatasetCharacteristic mls:DatasetCharacteristic rdf:type owl:Class ; dcterms:description "Dataset Characteristic is a distinguishing quality or property that distinguish one dataset from another." ; rdfs:comment "Dataset Characteristic is a distinguishing quality or property that distinguish one dataset from another." ; rdfs:isDefinedBy "http://www.w3.org/ns/mls" ; rdfs:label "Dataset Characteristic" . ### http://www.w3.org/ns/mls#EvaluationMeasure mls:EvaluationMeasure rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Evaluation Measure" . ### http://www.w3.org/ns/mls#EvaluationProcedure mls:EvaluationProcedure rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Evaluation Procedure" . ### http://www.w3.org/ns/mls#EvaluationSpecification mls:EvaluationSpecification rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Evaluation Specification" . ### http://www.w3.org/ns/mls#Experiment mls:Experiment rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Experiment" . ### http://www.w3.org/ns/mls#Feature mls:Feature rdf:type owl:Class ; rdfs:subClassOf [ rdf:type owl:Restriction ; owl:onProperty mls:hasQuality ; owl:someValuesFrom mls:FeatureCharacteristic ] ; rdfs:isDefinedBy ; rdfs:label "Feature" . ### http://www.w3.org/ns/mls#FeatureCharacteristic mls:FeatureCharacteristic rdf:type owl:Class ; dcterms:description "Feature Characteristic is a distinguishing quality or property that distinguish one dataset feature from another." ; rdfs:comment "Feature Characteristic is a distinguishing quality or property that distinguish one dataset feature from another." ; rdfs:isDefinedBy "http://www.w3.org/ns/mls" ; rdfs:label "Feature Characteristic" . ### http://www.w3.org/ns/mls#HyperParameter mls:HyperParameter rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "HyperParameter" . ### http://www.w3.org/ns/mls#HyperParameterSetting mls:HyperParameterSetting rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "HyperParameter Setting" . ### http://www.w3.org/ns/mls#Implementation mls:Implementation rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Implementation" . ### http://www.w3.org/ns/mls#ImplementationCharacteristic mls:ImplementationCharacteristic rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Implementation Characteristic" . ### http://www.w3.org/ns/mls#InformationEntity mls:InformationEntity rdf:type owl:Class . ### http://www.w3.org/ns/mls#Model mls:Model rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Model" . ### http://www.w3.org/ns/mls#ModelCharacteristic mls:ModelCharacteristic rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Model Characteristic" . ### http://www.w3.org/ns/mls#ModelEvaluation mls:ModelEvaluation rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Model Evaluation" . ### http://www.w3.org/ns/mls#Process mls:Process rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Process" . ### http://www.w3.org/ns/mls#Quality mls:Quality rdf:type owl:Class ; rdfs:isDefinedBy "http://www.w3.org/ns/mls" ; rdfs:label "Quality" . ### http://www.w3.org/ns/mls#Run mls:Run rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Run" . ### http://www.w3.org/ns/mls#Software mls:Software rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Software" ; owl:sameAs "https://w3id.org/okn/o/sd#Software" . ### http://www.w3.org/ns/mls#Study mls:Study rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Study" . ### http://www.w3.org/ns/mls#Task mls:Task rdf:type owl:Class ; rdfs:isDefinedBy ; rdfs:label "Task" . ### http://www.w3.org/ns/prov#Location prov:Location rdf:type owl:Class ; rdfs:isDefinedBy "http://www.w3.org/ns/prov#" ; rdfs:label "Location" . ### http://xmlns.com/foaf/0.1/Agent foaf:Agent rdf:type owl:Class ; rdfs:isDefinedBy "http://xmlns.com/foaf/0.1/" ; rdfs:label "Agent" . ### https://w3id.org/okn/o/sd#SourceCode sdo:SourceCode rdf:type owl:Class ; rdfs:subClassOf mls:InformationEntity ; rdfs:isDefinedBy "https://w3id.org/okn/o/sd" ; rdfs:label "Source Code" . ################################################################# # Individuals ################################################################# ### http://purl.org/spar/fabio/Work fabio:Work rdf:type owl:NamedIndividual ; owl:sameAs mlso:ScientificWork . ### http://w3id.org/mlso/ScientificWork mlso:ScientificWork rdf:type owl:NamedIndividual . ################################################################# # Annotations ################################################################# dcterms:bibliographicCitation rdfs:isDefinedBy "http://purl.org/dc/terms" ; rdfs:label "bibliographic citation" . dcterms:contributor rdfs:isDefinedBy . dcterms:creator rdfs:isDefinedBy . dcterms:description rdfs:label "description" ; rdfs:isDefinedBy "http://purl.org/dc/terms" . dcterms:language rdfs:label "language" ; rdfs:isDefinedBy "http://purl.org/dc/terms" . dcterms:title rdfs:comment "title" ; rdfs:isDefinedBy "http://purl.org/dc/terms" . mlso:ScientificWork dcterms:description "A formal and structured document that presents the results, methodology, analysis, and conclusions of a scientific investigation or study." ; rdfs:label "Scientific Work" ; rdfs:comment "A formal and structured document that presents the results, methodology, analysis, and conclusions of a scientific investigation or study." . mls:hasValue rdfs:comment . ### Generated by the OWL API (version 4.5.9.2019-02-01T07:24:44Z) https://github.com/owlcs/owlapi