## OWL ONTOLOGY FOR DATA METHODS @prefix owl: . @prefix dc: . @prefix rdfs: . @prefix skos: . @prefix dm: . dm:DataMethod a owl:Ontology ; dc:title "Data Methods OWL Ontology"@en ; rdfs:comment """ This ontology describes the Data Methods found to be used by scientists and researchers while using Restricted Access Data in the context of the FAIR Guiding Principles. These results have emerged from a Systematic Literature Review. """@en ; owl:versionInfo "$Date: 2022/03/09 13:05:00 $" . ## DATA COLLECTION dm:DataCollection a owl:Class ; skos:prefLabel "Data Collection"@en ; rdfs:subClassOf dm:DataMethod . dm:DataStandardization a owl:Class ; skos:prefLabel "Data Standardization"@en ; skos:definition "Method to follow predefined data formats."@en ; rdfs:subClassOf dm:DataCollection . dm:SemanticMapping a owl:Class ; skos:prefLabel "Semantic Mapping"@en ; skos:definition "Method to use semantic vocabularies."@en ; rdfs:subClassOf dm:DataCollection . dm:DataSharingPlanning a owl:Class ; skos:prefLabel "Data Sharing Planning"@en ; skos:definition "Method to inform data subjects about data sharing."@en ; rdfs:subClassOf dm:DataCollection . dm:ConsentPlanning a owl:Class ; skos:prefLabel "Consent Planning"@en ; skos:definition "Method to provide/collect consent forms from data subjects."@en ; rdfs:subClassOf dm:DataCollection . ## METADATA REPRESENTATION dm:MetadataRepresentation a owl:Class ; skos:prefLabel "Metadata Representation"@en ; rdfs:subClassOf dm:DataCollection . dm:UsageAndLicenseTerms a owl:Class ; skos:prefLabel "Usage & License Terms"@en ; skos:definition "Method to define data's legal requirements."@en ; rdfs:subClassOf dm:MetadataRepresentation . dm:UseOfPID a owl:Class ; skos:prefLabel "Use of Persistent Identifier"@en ; skos:definition "Method to use a Persistent Identifier."@en ; rdfs:subClassOf dm:MetadataRepresentation . dm:DataTypeDefinition a owl:Class ; skos:prefLabel "Data Type Definition"@en ; skos:definition "Method to define the type of data."@en ; rdfs:subClassOf dm:MetadataRepresentation . dm:ProvenanceCapturing a owl:Class ; skos:prefLabel "Provenance Capturing"@en ; skos:definition "Method to provide data's historical records."@en ; rdfs:subClassOf dm:MetadataRepresentation . dm:Versioning a owl:Class ; skos:prefLabel "Versioning"@en ; skos:definition "Method to define data's versions, if exist."@en ; rdfs:subClassOf dm:MetadataRepresentation . dm:DataQualityIndicator a owl:Class ; skos:prefLabel "Data Quality Indicator"@en ; skos:definition "Method to define data's completeness and quality."@en ; rdfs:subClassOf dm:MetadataRepresentation . ## DATA PROCESSING dm:DataProcessing a owl:Class ; skos:prefLabel "Data Processing"@en ; rdfs:subClassOf dm:DataMethod . dm:CurationAndValidation a owl:Class ; skos:prefLabel "Curation & Validation"@en ; skos:definition "Method to organise/integrate data through controlled processes."@en ; rdfs:subClassOf dm:DataProcessing . dm:StatisticalDisclosure a owl:Class ; skos:prefLabel "Statistical Disclosure"@en ; skos:definition "Method to restrict the accuracy of released data."@en ; rdfs:subClassOf dm:DataProcessing . dm:DataLinking a owl:Class ; skos:prefLabel "Data Linking"@en ; skos:definition "Method to make data linkable."@en ; rdfs:subClassOf dm:DataProcessing . dm:DataSynthetization a owl:Class ; skos:prefLabel "Data Synthetization"@en ; skos:definition "Method to generate synthetic data from the original set."@en ; rdfs:subClassOf dm:DataProcessing . ## ANONYMIZATION dm:Anonymization a owl:Class ; skos:prefLabel "Anonymization"@en ; rdfs:subClassOf dm:DataProcessing . dm:DeIdentification a owl:Class ; skos:prefLabel "De-Identification"@en ; skos:definition "Method to delete/mask Personal Identifiable Information."@en ; rdfs:subClassOf dm:Anonymization . dm:DataMinimization a owl:Class ; skos:prefLabel "Data Minimization"@en ; skos:definition "Method to reduce the amount of released data."@en ; rdfs:subClassOf dm:Anonymization . dm:Pseudonymization a owl:Class ; skos:prefLabel "Pseudonymization"@en ; skos:definition "Method to generate artificial Personal Identifiable Information."@en ; rdfs:subClassOf dm:Anonymization . dm:AnonymizationByEncryption a owl:Class ; skos:prefLabel "Anonymization by Encryption"@en ; skos:definition "Method to encode the data through encryption keys."@en ; rdfs:subClassOf dm:Anonymization . ## DATA PUBLICATION dm:DataPublication a owl:Class ; skos:prefLabel "Data Publication"@en ; rdfs:subClassOf dm:DataMethod . dm:DataGovernance a owl:Class ; skos:prefLabel "Data Governance"@en ; skos:definition "Method to provide information about the data's chain of custody."@en ; rdfs:subClassOf dm:DataPublication . dm:SystemFederation a owl:Class ; skos:prefLabel "System Federation"@en ; skos:definition "Method to deposit the data into federated systems."@en ; rdfs:subClassOf dm:DataPublication . dm:RepositorySelection a owl:Class ; skos:prefLabel "Repository Selection"@en ; skos:definition "Method to choose the data repository based on suitability."@en ; rdfs:subClassOf dm:DataPublication . dm:EmbargoOnRelease a owl:Class ; skos:prefLabel "Embargo on Release"@en ; skos:definition "Method to postpone data publishing before a specified date."@en ; rdfs:subClassOf dm:DataPublication . dm:PublishingUsingBlockchain a owl:Class ; skos:prefLabel "Publishing Using Blockchain"@en ; skos:definition "Method to store the data into blockchain databases."@en ; rdfs:subClassOf dm:DataPublication . ## DATA USAGE dm:DataUsage a owl:Class ; skos:prefLabel "Data Usage"@en ; rdfs:subClassOf dm:DataMethod . dm:AccessControl a owl:Class ; skos:prefLabel "Access Control"@en ; skos:definition "Method to implement control systems for data accessing."@en ; rdfs:subClassOf dm:DataUsage . dm:AlgorithmToData a owl:Class ; skos:prefLabel "Algorithm to Data"@en ; skos:definition "Method to allow data analysis only by sending the code to the data."@en ; rdfs:subClassOf dm:DataUsage . dm:SecureEnvironmentSelection a owl:Class ; skos:prefLabel "Secure Environment Selection"@en ; skos:definition "Method to select data environment based on security levels."@en ; rdfs:subClassOf dm:DataUsage . dm:AlgorithmPredefinition a owl:Class ; skos:prefLabel "Algorithm Predefinition"@en ; skos:definition "Method to allow data analysis only through predefined algorithms."@en ; rdfs:subClassOf dm:DataUsage . ## POST DATA USAGE dm:PostDataUsage a owl:Class ; skos:prefLabel "Post Data Usage"@en ; rdfs:subClassOf dm:DataMethod . dm:OwnerAcknowledgment a owl:Class ; skos:prefLabel "Owner Acknowledgment"@en ; skos:definition "Method to request acknowledgement when secondary data is created."@en ; rdfs:subClassOf dm:PostDataUsage . dm:ResultArchiving a owl:Class ; skos:prefLabel "Result Archiving"@en ; skos:definition "Method to request secondary data to be archived."@en ; rdfs:subClassOf dm:PostDataUsage .