@prefix fmet: .
@prefix dqv: .
@prefix qmo: .
@prefix skos: .
@prefix rdfs: .
@prefix om: .
@prefix earl: .
@prefix test: .
@prefix xsd: .
@prefix prov: .
@prefix dc: .
fmet:FAIRness
a dqv:Dimension, qmo:QualityCharacteristic ;
skos:prefLabel "FAIRness" ;
skos:definition "FAIRness is the degree of compliance of a tested resource with the FAIR principles." ;
rdfs:label "FAIRness" ;
rdfs:comment "FAIRness is the degree of compliance of a tested resource with the FAIR principles." .
fmet:MaturityScale
a om:OrdinalScale ;
qmo:hasOrdinalScaleItem fmet:FAIRMaturityIncomplete, fmet:FAIRMaturityInitial, fmet:FAIRMaturityModerate, fmet:FAIRMaturityAdvanced .
fmet:FAIRMaturityIncomplete
a qmo:OrdinalScaleItem ;
qmo:hasLabel "incomplete" ;
qmo:hasOrder 0 .
fmet:FAIRMaturityInitial
a qmo:OrdinalScaleItem ;
qmo:hasLabel "initial" ;
qmo:hasOrder 1 .
fmet:FAIRMaturityModerate
a qmo:OrdinalScaleItem ;
qmo:hasLabel "moderate" ;
qmo:hasOrder 2 .
fmet:FAIRMaturityAdvanced
a qmo:OrdinalScaleItem ;
qmo:hasLabel "advanced" ;
qmo:hasOrder 3 .
fmet:FsF-FAIR
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Total Dataset FAIRness" ;
skos:definition "This Metric measures the total FAIRness of a given dataset and is derived from all other FAIR metrics defined below" ;
rdfs:label "Total Dataset FAIRness" ;
rdfs:comment "This Metric measures the total FAIRness of a given dataset and is derived from all other FAIR metrics defined below" ;
dqv:expectedDataType xsd:float ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/FAIR" .
fmet:FsF-F1-01MD
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata and data are assigned a globally unique identifier." ;
skos:altLabel "Unique Identifier Metadata and Data", "FsF-F1-01MD" ;
skos:definition "A globally unique identifier may be assigned to a landing page containing metadata, a metadata file or a data file such that it can be referenced unambiguously by humans or machines. Globally unique means an identifier should be associated with only one resource at any time. Examples of unique identifiers are Internationalized Resource Identifier (IRI), Uniform Resource Identifier (URI) such as URL and URN, Digital Object Identifier (DOI), the Handle System, identifiers.org, w3id.org and Archival Resource Key (ARK). A data repository may assign a globally unique identifier to your metadata when you publish and make it available through their services." ;
rdfs:label "Metadata and data are assigned a globally unique identifier." ;
rdfs:comment "A globally unique identifier may be assigned to a landing page containing metadata, a metadata file or a data file such that it can be referenced unambiguously by humans or machines. Globally unique means an identifier should be associated with only one resource at any time. Examples of unique identifiers are Internationalized Resource Identifier (IRI), Uniform Resource Identifier (URI) such as URL and URN, Digital Object Identifier (DOI), the Handle System, identifiers.org, w3id.org and Archival Resource Key (ARK). A data repository may assign a globally unique identifier to your metadata when you publish and make it available through their services." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata and data are assigned a globally unique identifier." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-01MD-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F1-01MD-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-F1-01MD-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata identifier follows a defined unique identifier syntax or scheme (IRI, URL, UUID, HASH or PID)" ;
skos:altLabel "FsF-F1-01MD-1" ;
rdfs:label "Metadata identifier follows a defined unique identifier syntax or scheme (IRI, URL, UUID, HASH or PID)" ;
skos:broader fmet:FsF-F1-01MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata identifier follows a defined unique identifier syntax or scheme (IRI, URL, UUID, HASH or PID)" ;
dc:isPartOf fmet:FsF-F1-01MD ;
qmo:hasScale "fmet:FsF-F1-01MD-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-01MD-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F1-01MD-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 0.0 .
fmet:FsF-F1-01MD-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Data identifier follows a defined unique identifier syntax (IRI, URL, UUID, HASH or PID)" ;
skos:altLabel "FsF-F1-01MD-2" ;
rdfs:label "Data identifier follows a defined unique identifier syntax (IRI, URL, UUID, HASH or PID)" ;
skos:broader fmet:FsF-F1-01MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Data identifier follows a defined unique identifier syntax (IRI, URL, UUID, HASH or PID)" ;
dc:isPartOf fmet:FsF-F1-01MD ;
qmo:hasScale "fmet:FsF-F1-01MD-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-02MD
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata and data are assigned a persistent identifier." ;
skos:altLabel "Persistent Identifier Metadata and Data", "FsF-F1-02MD" ;
skos:definition "Both, metadata as well as data should be provided with a persistent identifier. We make a distinction between the uniqueness and persistence of an identifier. An HTTP URL (the address of a given unique resource on the web) is globally unique, but may not be persistent as the URL of data may be not accessible (link rot problem) or the data available under the original URL may be changed (content drift problem). Identifiers based on the Handle System, DOI, ARK are both globally unique and persistent. They are maintained and governed such that they remain stable and resolvable for the long term. The persistent identifier (PID) may be resolved (point) to a landing page, metadata or the data content (downloadable artefact), or none if the data or repository is no longer maintained. Therefore, ensuring persistence is a shared responsibility between a PID service provider (e.g., datacite) and its clients (e.g., data repositories). For example, the DOI system guarantees the persistence of its identifiers through its social (e.g., policy) and technical infrastructures, whereas a data provider ensures the availability of the resource (e.g., landing page, downloadable artefact) associated with the identifier." ;
rdfs:label "Metadata and data are assigned a persistent identifier." ;
rdfs:comment "Both, metadata as well as data should be provided with a persistent identifier. We make a distinction between the uniqueness and persistence of an identifier. An HTTP URL (the address of a given unique resource on the web) is globally unique, but may not be persistent as the URL of data may be not accessible (link rot problem) or the data available under the original URL may be changed (content drift problem). Identifiers based on the Handle System, DOI, ARK are both globally unique and persistent. They are maintained and governed such that they remain stable and resolvable for the long term. The persistent identifier (PID) may be resolved (point) to a landing page, metadata or the data content (downloadable artefact), or none if the data or repository is no longer maintained. Therefore, ensuring persistence is a shared responsibility between a PID service provider (e.g., datacite) and its clients (e.g., data repositories). For example, the DOI system guarantees the persistence of its identifiers through its social (e.g., policy) and technical infrastructures, whereas a data provider ensures the availability of the resource (e.g., landing page, downloadable artefact) associated with the identifier." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata and data are assigned a persistent identifier." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-02MD-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F1-02MD-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 0.5 .
fmet:FsF-F1-02MD-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata identifier follows a defined persistent identifier syntax" ;
skos:altLabel "FsF-F1-02MD-1" ;
rdfs:label "Metadata identifier follows a defined persistent identifier syntax" ;
skos:broader fmet:FsF-F1-02MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata identifier follows a defined persistent identifier syntax" ;
dc:isPartOf fmet:FsF-F1-02MD ;
qmo:hasScale "fmet:FsF-F1-02MD-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-02MD-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F1-02MD-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 0.5 .
fmet:FsF-F1-02MD-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Persistent identifier for metadata is registered and maintained by a PID authority" ;
skos:altLabel "FsF-F1-02MD-2" ;
rdfs:label "Persistent identifier for metadata is registered and maintained by a PID authority" ;
skos:broader fmet:FsF-F1-02MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Persistent identifier for metadata is registered and maintained by a PID authority" ;
dc:isPartOf fmet:FsF-F1-02MD ;
qmo:hasScale "fmet:FsF-F1-02MD-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-02MD-4_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F1-02MD-4" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 0.0 .
fmet:FsF-F1-02MD-4
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Data identifier follows a defined persistent identifier syntax" ;
skos:altLabel "FsF-F1-02MD-4" ;
rdfs:label "Data identifier follows a defined persistent identifier syntax" ;
skos:broader fmet:FsF-F1-02MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Data identifier follows a defined persistent identifier syntax" ;
dc:isPartOf fmet:FsF-F1-02MD ;
qmo:hasScale "fmet:FsF-F1-02MD-4_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F1-02MD-5_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F1-02MD-5" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 0.0 .
fmet:FsF-F1-02MD-5
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Persistent identifier for data is registered and maintained by a PID authority" ;
skos:altLabel "FsF-F1-02MD-5" ;
rdfs:label "Persistent identifier for data is registered and maintained by a PID authority" ;
skos:broader fmet:FsF-F1-02MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Persistent identifier for data is registered and maintained by a PID authority" ;
dc:isPartOf fmet:FsF-F1-02MD ;
qmo:hasScale "fmet:FsF-F1-02MD-5_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F1" .
fmet:FsF-F2-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata includes descriptive core elements (creator, title, data identifier, publisher, publication date, summary and keywords) to support data findability." ;
skos:altLabel "Descriptive Core Metadata", "FsF-F2-01M" ;
skos:definition "Metadata is descriptive information about a data object. Since the metadata required differs depending on the users and their applications, this metric focuses on core metadata. The core metadata is the minimum descriptive information required to enable data finding, including citation which makes it easier to find data. We determine the required metadata based on common data citation guidelines (e.g., DataCite, ESIP, and IASSIST), and metadata recommendations for data discovery (e.g., EOSC Datasets Minimum Information (EDMI), DataCite Metadata Schema, W3C Recommendation Data on the Web Best Practices and Data Catalog Vocabulary). This metric focuses on domain-agnostic core metadata. Domain or discipline-specific metadata specifications are covered under metric FsF-R1.3-01M. A repository should adopt a schema that includes properties of core metadata, whereas data authors should take the responsibility of providing core metadata." ;
rdfs:label "Metadata includes descriptive core elements (creator, title, data identifier, publisher, publication date, summary and keywords) to support data findability." ;
rdfs:comment "Metadata is descriptive information about a data object. Since the metadata required differs depending on the users and their applications, this metric focuses on core metadata. The core metadata is the minimum descriptive information required to enable data finding, including citation which makes it easier to find data. We determine the required metadata based on common data citation guidelines (e.g., DataCite, ESIP, and IASSIST), and metadata recommendations for data discovery (e.g., EOSC Datasets Minimum Information (EDMI), DataCite Metadata Schema, W3C Recommendation Data on the Web Best Practices and Data Catalog Vocabulary). This metric focuses on domain-agnostic core metadata. Domain or discipline-specific metadata specifications are covered under metric FsF-R1.3-01M. A repository should adopt a schema that includes properties of core metadata, whereas data authors should take the responsibility of providing core metadata." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata includes descriptive core elements (creator, title, data identifier, publisher, publication date, summary and keywords) to support data findability." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F2" .
fmet:FsF-F2-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F2-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-F2-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Core data citation metadata is available" ;
skos:altLabel "FsF-F2-01M-2" ;
rdfs:label "Core data citation metadata is available" ;
skos:broader fmet:FsF-F2-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Core data citation metadata is available" ;
dc:isPartOf fmet:FsF-F2-01M ;
qmo:hasScale "fmet:FsF-F2-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F2" .
fmet:FsF-F2-01M-3_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F2-01M-3" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-F2-01M-3
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Core descriptive metadata is available" ;
skos:altLabel "FsF-F2-01M-3" ;
rdfs:label "Core descriptive metadata is available" ;
skos:broader fmet:FsF-F2-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Core descriptive metadata is available" ;
dc:isPartOf fmet:FsF-F2-01M ;
qmo:hasScale "fmet:FsF-F2-01M-3_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F2" .
fmet:FsF-F3-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata includes the identifier of the data it describes." ;
skos:altLabel "Inclusion of Data Identifier in Metadata", "FsF-F3-01M" ;
skos:definition "The metadata should explicitly specify the identifier of the data such that users can discover and access the data through the metadata. Such identifiers could, for example, be represented by links to downloadable data files but also to services that enable a selection of data." ;
rdfs:label "Metadata includes the identifier of the data it describes." ;
rdfs:comment "The metadata should explicitly specify the identifier of the data such that users can discover and access the data through the metadata. Such identifiers could, for example, be represented by links to downloadable data files but also to services that enable a selection of data." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata includes the identifier of the data it describes." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F3" .
fmet:FsF-F3-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F3-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-F3-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata contains a PID or URL which indicates the location of the downloadable data content" ;
skos:altLabel "FsF-F3-01M-2" ;
rdfs:label "Metadata contains a PID or URL which indicates the location of the downloadable data content" ;
skos:broader fmet:FsF-F3-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata contains a PID or URL which indicates the location of the downloadable data content" ;
dc:isPartOf fmet:FsF-F3-01M ;
qmo:hasScale "fmet:FsF-F3-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F3" .
fmet:FsF-F4-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata is offered in such a way that it can be registered or indexed by search engines." ;
skos:altLabel "Searchable Metadata", "FsF-F4-01M" ;
skos:definition "Metadata can be available via multiple endpoints. For example, a repository may distribute its metadata via a metadata protocol (e.g. via OAI-PMH) and/or a custom web service, but these may only support certain catalogs. This metric focuses on those methods of making metadata available that are beneficial to as many user groups as possible, i.e. that can be consumed by well-known, large catalogs and search engines such as Google and Bing. Such metadata should be offered according to the requirements of these search engines." ;
rdfs:label "Metadata is offered in such a way that it can be registered or indexed by search engines." ;
rdfs:comment "Metadata can be available via multiple endpoints. For example, a repository may distribute its metadata via a metadata protocol (e.g. via OAI-PMH) and/or a custom web service, but these may only support certain catalogs. This metric focuses on those methods of making metadata available that are beneficial to as many user groups as possible, i.e. that can be consumed by well-known, large catalogs and search engines such as Google and Bing. Such metadata should be offered according to the requirements of these search engines." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata is offered in such a way that it can be registered or indexed by search engines." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F4" .
fmet:FsF-F4-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-F4-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 2.0 .
fmet:FsF-F4-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata is given in a way major search engines can ingest it for their catalogues (Dublin Core or schema.org or DCAT encoded in microdata, RDFa, embedded JSON-LD or meta tags see e.g. Google Dataset Search webmaster guidelines)" ;
skos:altLabel "FsF-F4-01M-1" ;
rdfs:label "Metadata is given in a way major search engines can ingest it for their catalogues (Dublin Core or schema.org or DCAT encoded in microdata, RDFa, embedded JSON-LD or meta tags see e.g. Google Dataset Search webmaster guidelines)" ;
skos:broader fmet:FsF-F4-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata is given in a way major search engines can ingest it for their catalogues (Dublin Core or schema.org or DCAT encoded in microdata, RDFa, embedded JSON-LD or meta tags see e.g. Google Dataset Search webmaster guidelines)" ;
dc:isPartOf fmet:FsF-F4-01M ;
qmo:hasScale "fmet:FsF-F4-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/F4" .
fmet:FsF-A1-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata contains access level and access conditions of the data." ;
skos:altLabel "Data Access Information", "FsF-A1-01M" ;
skos:definition "This metric determines if the metadata includes the level of access to the data such as public, embargoed, restricted, or metadata-only access and its access conditions. Both access level and conditions are necessary information to potentially gain access to the data. It is recommended that data should be as open as possible and as closed as necessary. Datasets should be released into the public domain and openly accessible without restrictions when possible. Embargoed access refers to data that will be made publicly accessible at a specific date which should be specified in the metadata. Restricted access refers to data that can be accessed under certain conditions or is available to a particular group of users or after permission is granted." ;
rdfs:label "Metadata contains access level and access conditions of the data." ;
rdfs:comment "This metric determines if the metadata includes the level of access to the data such as public, embargoed, restricted, or metadata-only access and its access conditions. Both access level and conditions are necessary information to potentially gain access to the data. It is recommended that data should be as open as possible and as closed as necessary. Datasets should be released into the public domain and openly accessible without restrictions when possible. Embargoed access refers to data that will be made publicly accessible at a specific date which should be specified in the metadata. Restricted access refers to data that can be accessed under certain conditions or is available to a particular group of users or after permission is granted." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata contains access level and access conditions of the data." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1" .
fmet:FsF-A1-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Information about access restrictions or rights can be identified in metadata" ;
skos:altLabel "FsF-A1-01M-1" ;
rdfs:label "Information about access restrictions or rights can be identified in metadata" ;
skos:broader fmet:FsF-A1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Information about access restrictions or rights can be identified in metadata" ;
dc:isPartOf fmet:FsF-A1-01M ;
qmo:hasScale "fmet:FsF-A1-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1" .
fmet:FsF-A1-02MD
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata and data are retrievable by their identifier" ;
skos:altLabel "Retrievable Metadata and Data", "FsF-A1-02MD" ;
skos:definition "This metric determines whether data and metadata are accessible via their identifiers, i.e. whether the identifiers resolve to a target that actually contains data or metadata." ;
rdfs:label "Metadata and data are retrievable by their identifier" ;
rdfs:comment "This metric determines whether data and metadata are accessible via their identifiers, i.e. whether the identifiers resolve to a target that actually contains data or metadata." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata and data are retrievable by their identifier" ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1" .
fmet:FsF-A1-02MD-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1-02MD-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1-02MD-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata are retrievable via their specified identifier" ;
skos:altLabel "FsF-A1-02MD-1" ;
rdfs:label "Metadata are retrievable via their specified identifier" ;
skos:broader fmet:FsF-A1-02MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata are retrievable via their specified identifier" ;
dc:isPartOf fmet:FsF-A1-02MD ;
qmo:hasScale "fmet:FsF-A1-02MD-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1" .
fmet:FsF-A1-02MD-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1-02MD-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1-02MD-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Data are retrievable via the identifiers given in metadata" ;
skos:altLabel "FsF-A1-02MD-2" ;
rdfs:label "Data are retrievable via the identifiers given in metadata" ;
skos:broader fmet:FsF-A1-02MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Data are retrievable via the identifiers given in metadata" ;
dc:isPartOf fmet:FsF-A1-02MD ;
qmo:hasScale "fmet:FsF-A1-02MD-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1" .
fmet:FsF-A1_1-01MD
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "A standardized communication protocol is used to access metadata and data." ;
skos:altLabel "Standard Communication Protocol of Metadata and Data", "FsF-A1.1-01MD" ;
skos:definition "Given an identifier of a dataset, the metadata of the dataset as well as related data should be retrievable using a standard communication protocol such as HTTP, HTTPS, FTP, TFTP, SFTP, FTAM etc. Avoid disseminating data using a proprietary protocol." ;
rdfs:label "A standardized communication protocol is used to access metadata and data." ;
rdfs:comment "Given an identifier of a dataset, the metadata of the dataset as well as related data should be retrievable using a standard communication protocol such as HTTP, HTTPS, FTP, TFTP, SFTP, FTAM etc. Avoid disseminating data using a proprietary protocol." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "A standardized communication protocol is used to access metadata and data." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1.1" .
fmet:FsF-A1_1-01MD-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1.1-01MD-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1_1-01MD-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Identifier leading to metadata matches a scheme indicating a standardized web communication protocol." ;
skos:altLabel "FsF-A1.1-01MD-1" ;
rdfs:label "Identifier leading to metadata matches a scheme indicating a standardized web communication protocol." ;
skos:broader fmet:FsF-A1_1-01MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Identifier leading to metadata matches a scheme indicating a standardized web communication protocol." ;
dc:isPartOf fmet:FsF-A1_1-01MD ;
qmo:hasScale "fmet:FsF-A1_1-01MD-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1.1" .
fmet:FsF-A1_1-01MD-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1.1-01MD-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1_1-01MD-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Identifier leading to data are matching a schema indicating a standardized web communication protocol." ;
skos:altLabel "FsF-A1.1-01MD-2" ;
rdfs:label "Identifier leading to data are matching a schema indicating a standardized web communication protocol." ;
skos:broader fmet:FsF-A1_1-01MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Identifier leading to data are matching a schema indicating a standardized web communication protocol." ;
dc:isPartOf fmet:FsF-A1_1-01MD ;
qmo:hasScale "fmet:FsF-A1_1-01MD-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1.1" .
fmet:FsF-A1_2-01MD
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata and data are accessible through a standardized communication protocol which supports authentication." ;
skos:altLabel "Authentication Support of Protocol for Metadata and Data", "FsF-A1.2-01MD" ;
skos:definition "Given an identifier of a dataset, the metadata of the dataset as well as related data should be retrievable using a standard communication protocol which supports authentication such as HTTP, HTTPS, FTPS." ;
rdfs:label "Metadata and data are accessible through a standardized communication protocol which supports authentication." ;
rdfs:comment "Given an identifier of a dataset, the metadata of the dataset as well as related data should be retrievable using a standard communication protocol which supports authentication such as HTTP, HTTPS, FTPS." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata and data are accessible through a standardized communication protocol which supports authentication." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1.2" .
fmet:FsF-A1_2-01MD-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1.2-01MD-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1_2-01MD-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "The communication protocol found in identifiers (IRIs) leading to metadata supports authentication." ;
skos:altLabel "FsF-A1.2-01MD-1" ;
rdfs:label "The communication protocol found in identifiers (IRIs) leading to metadata supports authentication." ;
skos:broader fmet:FsF-A1_2-01MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "The communication protocol found in identifiers (IRIs) leading to metadata supports authentication." ;
dc:isPartOf fmet:FsF-A1_2-01MD ;
qmo:hasScale "fmet:FsF-A1_2-01MD-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1.2" .
fmet:FsF-A1_2-01MD-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-A1.2-01MD-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-A1_2-01MD-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "The communication protocol identified in data links (IRIs) supports authentication." ;
skos:altLabel "FsF-A1.2-01MD-2" ;
rdfs:label "The communication protocol identified in data links (IRIs) supports authentication." ;
skos:broader fmet:FsF-A1_2-01MD ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "The communication protocol identified in data links (IRIs) supports authentication." ;
dc:isPartOf fmet:FsF-A1_2-01MD ;
qmo:hasScale "fmet:FsF-A1_2-01MD-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/A1.2" .
fmet:FsF-I1-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata is represented using a formal knowledge representation language." ;
skos:altLabel "Formal Representation of Metadata", "FsF-I1-01M" ;
skos:definition "Knowledge representation is vital for machine-processing of the knowledge of a domain. Expressing the metadata of a data object using a formal knowledge representation will enable machines to process it in a meaningful way and enable more data exchange possibilities. Examples of knowledge representation languages are RDF, RDFS, and OWL. These languages may be serialized (written) in different formats. For instance, RDF/XML, RDFa, Notation3, Turtle, N-Triples and N-Quads, and JSON-LD are RDF serialization formats." ;
rdfs:label "Metadata is represented using a formal knowledge representation language." ;
rdfs:comment "Knowledge representation is vital for machine-processing of the knowledge of a domain. Expressing the metadata of a data object using a formal knowledge representation will enable machines to process it in a meaningful way and enable more data exchange possibilities. Examples of knowledge representation languages are RDF, RDFS, and OWL. These languages may be serialized (written) in different formats. For instance, RDF/XML, RDFa, Notation3, Turtle, N-Triples and N-Quads, and JSON-LD are RDF serialization formats." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata is represented using a formal knowledge representation language." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I1" .
fmet:FsF-I1-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-I1-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 2.0 .
fmet:FsF-I1-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Parsable, structured metadata (JSON-LD, RDFa) is embedded in the landing page XHTML/HTML code" ;
skos:altLabel "FsF-I1-01M-1" ;
rdfs:label "Parsable, structured metadata (JSON-LD, RDFa) is embedded in the landing page XHTML/HTML code" ;
skos:broader fmet:FsF-I1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Parsable, structured metadata (JSON-LD, RDFa) is embedded in the landing page XHTML/HTML code" ;
dc:isPartOf fmet:FsF-I1-01M ;
qmo:hasScale "fmet:FsF-I1-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I1" .
fmet:FsF-I1-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-I1-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 2.0 .
fmet:FsF-I1-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Parsable, structured metadata (RDF, JSON-LD) is accessible through content negotiation, typed links or sparql endpoint" ;
skos:altLabel "FsF-I1-01M-2" ;
rdfs:label "Parsable, structured metadata (RDF, JSON-LD) is accessible through content negotiation, typed links or sparql endpoint" ;
skos:broader fmet:FsF-I1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Parsable, structured metadata (RDF, JSON-LD) is accessible through content negotiation, typed links or sparql endpoint" ;
dc:isPartOf fmet:FsF-I1-01M ;
qmo:hasScale "fmet:FsF-I1-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I1" .
fmet:FsF-I2-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata uses registered semantic resources" ;
skos:altLabel "Metadata with Semantic Resources", "FsF-I2-01M" ;
skos:definition "A metadata document or selected parts of the document may incorporate additional terms from semantic resources (also referred as semantic artefacts) so that the contents are unambiguous and can be processed automatically by machines. This enrichment facilitates enhanced data search and interoperability of data from different sources. Ontology, thesaurus, and taxonomy are kinds of semantic resources, and they come with varying degrees of expressiveness and computational complexity. Knowledge organization schemes such as thesaurus and taxonomy are semantically less formal than ontologies." ;
rdfs:label "Metadata uses registered semantic resources" ;
rdfs:comment "A metadata document or selected parts of the document may incorporate additional terms from semantic resources (also referred as semantic artefacts) so that the contents are unambiguous and can be processed automatically by machines. This enrichment facilitates enhanced data search and interoperability of data from different sources. Ontology, thesaurus, and taxonomy are kinds of semantic resources, and they come with varying degrees of expressiveness and computational complexity. Knowledge organization schemes such as thesaurus and taxonomy are semantically less formal than ontologies." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata uses registered semantic resources" ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I2" .
fmet:FsF-I2-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-I2-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 2.0 .
fmet:FsF-I2-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata uses terms from registered vocabularies that are identified by their namespaces" ;
skos:altLabel "FsF-I2-01M-2" ;
rdfs:label "Metadata uses terms from registered vocabularies that are identified by their namespaces" ;
skos:broader fmet:FsF-I2-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata uses terms from registered vocabularies that are identified by their namespaces" ;
dc:isPartOf fmet:FsF-I2-01M ;
qmo:hasScale "fmet:FsF-I2-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I2" .
fmet:FsF-I3-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata includes qualified references between the data and its related entities." ;
skos:altLabel "Qualified references to related entities", "FsF-I3-01M" ;
skos:definition "Linking data to its related entities will increase its potential for reuse. The linking information should be captured as part of the metadata. A dataset may be linked to its prior version, related datasets or resources (e.g. publication, physical sample, funder, repository, platform, site, or observing network registries). Links between data and its related entities should be qualified, thus expressed through relation types (e.g., DataCite Metadata Schema specifies relation types between research objects through the fields ‘RelatedIdentifier’ and ‘RelationType’), and preferably use persistent Identifiers for related entities." ;
rdfs:label "Metadata includes qualified references between the data and its related entities." ;
rdfs:comment "Linking data to its related entities will increase its potential for reuse. The linking information should be captured as part of the metadata. A dataset may be linked to its prior version, related datasets or resources (e.g. publication, physical sample, funder, repository, platform, site, or observing network registries). Links between data and its related entities should be qualified, thus expressed through relation types (e.g., DataCite Metadata Schema specifies relation types between research objects through the fields ‘RelatedIdentifier’ and ‘RelationType’), and preferably use persistent Identifiers for related entities." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata includes qualified references between the data and its related entities." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I3" .
fmet:FsF-I3-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-I3-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 2.0 .
fmet:FsF-I3-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Related resources are referenced in plain text within appropriate metadata properties indicating the relation type" ;
skos:altLabel "FsF-I3-01M-1" ;
rdfs:label "Related resources are referenced in plain text within appropriate metadata properties indicating the relation type" ;
skos:broader fmet:FsF-I3-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Related resources are referenced in plain text within appropriate metadata properties indicating the relation type" ;
dc:isPartOf fmet:FsF-I3-01M ;
qmo:hasScale "fmet:FsF-I3-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I3" .
fmet:FsF-I3-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-I3-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 2.0 .
fmet:FsF-I3-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Related resources are referenced by machine readable links or identifiers within appropriate metadata properties indicating the relation type" ;
skos:altLabel "FsF-I3-01M-2" ;
rdfs:label "Related resources are referenced by machine readable links or identifiers within appropriate metadata properties indicating the relation type" ;
skos:broader fmet:FsF-I3-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Related resources are referenced by machine readable links or identifiers within appropriate metadata properties indicating the relation type" ;
dc:isPartOf fmet:FsF-I3-01M ;
qmo:hasScale "fmet:FsF-I3-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/I3" .
fmet:FsF-R1-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata specifies the content of the data." ;
skos:altLabel "Metadata of Data Content", "FsF-R1-01M" ;
skos:definition "This metric evaluates if a description (properties) of the content of the data is specified in the metadata. The description should be an accurate reflection of the actual data deposited. Data content descriptors include but are not limited to resource type (e.g., data or a collection of data), variable(s) measured or observed, data format and size or data service and protocol. Ideally, ontological vocabularies should be used to describe data content to support interdisciplinary reuse." ;
rdfs:label "Metadata specifies the content of the data." ;
rdfs:comment "This metric evaluates if a description (properties) of the content of the data is specified in the metadata. The description should be an accurate reflection of the actual data deposited. Data content descriptors include but are not limited to resource type (e.g., data or a collection of data), variable(s) measured or observed, data format and size or data service and protocol. Ideally, ontological vocabularies should be used to describe data content to support interdisciplinary reuse." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata specifies the content of the data." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1" .
fmet:FsF-R1-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Minimum information (resource type) about the available data content is specified in the metadata" ;
skos:altLabel "FsF-R1-01M-1" ;
rdfs:label "Minimum information (resource type) about the available data content is specified in the metadata" ;
skos:broader fmet:FsF-R1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Minimum information (resource type) about the available data content is specified in the metadata" ;
dc:isPartOf fmet:FsF-R1-01M ;
qmo:hasScale "fmet:FsF-R1-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1" .
fmet:FsF-R1-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Information on the manner and form (file size and type or service (API) endpoint and protocol) in which data is delivered is provided" ;
skos:altLabel "FsF-R1-01M-2" ;
rdfs:label "Information on the manner and form (file size and type or service (API) endpoint and protocol) in which data is delivered is provided" ;
skos:broader fmet:FsF-R1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Information on the manner and form (file size and type or service (API) endpoint and protocol) in which data is delivered is provided" ;
dc:isPartOf fmet:FsF-R1-01M ;
qmo:hasScale "fmet:FsF-R1-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1" .
fmet:FsF-R1-01M-3_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1-01M-3" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 0.0 .
fmet:FsF-R1-01M-3
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Measured variables or observation types are specified in metadata" ;
skos:altLabel "FsF-R1-01M-3" ;
rdfs:label "Measured variables or observation types are specified in metadata" ;
skos:broader fmet:FsF-R1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Measured variables or observation types are specified in metadata" ;
dc:isPartOf fmet:FsF-R1-01M ;
qmo:hasScale "fmet:FsF-R1-01M-3_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1" .
fmet:FsF-R1_1-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata includes license information under which data can be reused." ;
skos:altLabel "Data Usage License", "FsF-R1.1-01M" ;
skos:definition "This metric evaluates if data is associated with a license because otherwise users cannot reuse it in a clear legal context. We encourage the application of licenses for all kinds of data whether public, restricted or for specific users. Without an explicit license, users do not have a clear idea of what can be done with your data. Licenses can be of standard type (Creative Commons, Open Data Commons Open Database License) or bespoke licenses, and rights statements which indicate the conditions under which data can be reused. It is highly recommended to use a standard, machine-readable license such that it can be interpreted by machines and humans. In order to inform users about what rights they have to use a dataset, the license information should be specified as part of the dataset’s metadata." ;
rdfs:label "Metadata includes license information under which data can be reused." ;
rdfs:comment "This metric evaluates if data is associated with a license because otherwise users cannot reuse it in a clear legal context. We encourage the application of licenses for all kinds of data whether public, restricted or for specific users. Without an explicit license, users do not have a clear idea of what can be done with your data. Licenses can be of standard type (Creative Commons, Open Data Commons Open Database License) or bespoke licenses, and rights statements which indicate the conditions under which data can be reused. It is highly recommended to use a standard, machine-readable license such that it can be interpreted by machines and humans. In order to inform users about what rights they have to use a dataset, the license information should be specified as part of the dataset’s metadata." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata includes license information under which data can be reused." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.1" .
fmet:FsF-R1_1-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1.1-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1_1-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Licence information is given in an appropriate metadata element" ;
skos:altLabel "FsF-R1.1-01M-1" ;
rdfs:label "Licence information is given in an appropriate metadata element" ;
skos:broader fmet:FsF-R1_1-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Licence information is given in an appropriate metadata element" ;
dc:isPartOf fmet:FsF-R1_1-01M ;
qmo:hasScale "fmet:FsF-R1_1-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.1" .
fmet:FsF-R1_2-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata includes provenance information about data creation or generation." ;
skos:altLabel "Data Provenance", "FsF-R1.2-01M" ;
skos:definition "Data provenance (also known as lineage) represents a dataset’s history, including the people, entities, and processes involved in its creation, management and longer-term curation. It is essential to provide provenance information about your data to provide valuable context and to enable informed use and reuse. The levels of provenance information needed can vary depending on the data type (e.g., measurement, observation, derived data, or data product) and research domains. For that reason, it is difficult to define a set of finite provenance properties that will be adequate for all domains. Based on existing work, we suggest that the following provenance properties of data generation or collection are included in the metadata record as a minimum. (a) Sources of data, e.g., datasets and other resources the data is derived from (b) Data creation or collection date (c) Contributors involved in data creation and their roles (d) Data publication, modification and versioning information There are various ways through which provenance information may be included in a metadata record. Provenance information can be given in a linked provenance record expressed explicitly in e.g., PROV-O or PAV or Vocabulary of Interlinked Datasets (VoID). Alternatively suitable metadata properties can be used. For example, Dublin Core has been mapped to PROV in PROV-DC which allows further mappings of other metadata standards to PROV." ;
rdfs:label "Metadata includes provenance information about data creation or generation." ;
rdfs:comment "Data provenance (also known as lineage) represents a dataset’s history, including the people, entities, and processes involved in its creation, management and longer-term curation. It is essential to provide provenance information about your data to provide valuable context and to enable informed use and reuse. The levels of provenance information needed can vary depending on the data type (e.g., measurement, observation, derived data, or data product) and research domains. For that reason, it is difficult to define a set of finite provenance properties that will be adequate for all domains. Based on existing work, we suggest that the following provenance properties of data generation or collection are included in the metadata record as a minimum. (a) Sources of data, e.g., datasets and other resources the data is derived from (b) Data creation or collection date (c) Contributors involved in data creation and their roles (d) Data publication, modification and versioning information There are various ways through which provenance information may be included in a metadata record. Provenance information can be given in a linked provenance record expressed explicitly in e.g., PROV-O or PAV or Vocabulary of Interlinked Datasets (VoID). Alternatively suitable metadata properties can be used. For example, Dublin Core has been mapped to PROV in PROV-DC which allows further mappings of other metadata standards to PROV." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata includes provenance information about data creation or generation." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.2" .
fmet:FsF-R1_2-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1.2-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1_2-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata contains elements which hold provenance information which can be mapped to PROV based on PROV-DC." ;
skos:altLabel "FsF-R1.2-01M-1" ;
rdfs:label "Metadata contains elements which hold provenance information which can be mapped to PROV based on PROV-DC." ;
skos:broader fmet:FsF-R1_2-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata contains elements which hold provenance information which can be mapped to PROV based on PROV-DC." ;
dc:isPartOf fmet:FsF-R1_2-01M ;
qmo:hasScale "fmet:FsF-R1_2-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.2" .
fmet:FsF-R1_2-01M-2_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1.2-01M-2" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1_2-01M-2
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Metadata contains elements which hold provenance information using formal provenance ontologies (PROV, PAV)." ;
skos:altLabel "FsF-R1.2-01M-2" ;
rdfs:label "Metadata contains elements which hold provenance information using formal provenance ontologies (PROV, PAV)." ;
skos:broader fmet:FsF-R1_2-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Metadata contains elements which hold provenance information using formal provenance ontologies (PROV, PAV)." ;
dc:isPartOf fmet:FsF-R1_2-01M ;
qmo:hasScale "fmet:FsF-R1_2-01M-2_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.2" .
fmet:FsF-R1_3-01M
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Metadata follows a standard recommended by the target research community of the data." ;
skos:altLabel "Community-Endorsed Metadata Standard", "FsF-R1.3-01M" ;
skos:definition "In addition to core metadata required to support data discovery (covered under metric FsF-F2-01M), metadata to support data reusability should be made available following community-endorsed metadata standards. Some communities have well-established metadata standards (e.g., geospatial [ISO19115], biodiversity [DarwinCore, ABCD, EML], social science [DDI], astronomy [International Virtual Observatory Alliance Technical Specifications]) while others have limited standards or standards that are under development (e.g., engineering and linguistics). The use of community-endorsed metadata standards is usually encouraged and supported by domain and discipline-specific repositories." ;
rdfs:label "Metadata follows a standard recommended by the target research community of the data." ;
rdfs:comment "In addition to core metadata required to support data discovery (covered under metric FsF-F2-01M), metadata to support data reusability should be made available following community-endorsed metadata standards. Some communities have well-established metadata standards (e.g., geospatial [ISO19115], biodiversity [DarwinCore, ABCD, EML], social science [DDI], astronomy [International Virtual Observatory Alliance Technical Specifications]) while others have limited standards or standards that are under development (e.g., engineering and linguistics). The use of community-endorsed metadata standards is usually encouraged and supported by domain and discipline-specific repositories." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Metadata follows a standard recommended by the target research community of the data." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.3" .
fmet:FsF-R1_3-01M-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1.3-01M-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1_3-01M-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Community specific metadata standard is detected using namespaces or schemas found in provided metadata" ;
skos:altLabel "FsF-R1.3-01M-1" ;
rdfs:label "Community specific metadata standard is detected using namespaces or schemas found in provided metadata" ;
skos:broader fmet:FsF-R1_3-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Community specific metadata standard is detected using namespaces or schemas found in provided metadata" ;
dc:isPartOf fmet:FsF-R1_3-01M ;
qmo:hasScale "fmet:FsF-R1_3-01M-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.3" .
fmet:FsF-R1_3-01M-3_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1.3-01M-3" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1_3-01M-3
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Multidisciplinary but community endorsed metadata (RDA Metadata Standards Catalog, fairsharing) standard is detected by namespace" ;
skos:altLabel "FsF-R1.3-01M-3" ;
rdfs:label "Multidisciplinary but community endorsed metadata (RDA Metadata Standards Catalog, fairsharing) standard is detected by namespace" ;
skos:broader fmet:FsF-R1_3-01M ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Multidisciplinary but community endorsed metadata (RDA Metadata Standards Catalog, fairsharing) standard is detected by namespace" ;
dc:isPartOf fmet:FsF-R1_3-01M ;
qmo:hasScale "fmet:FsF-R1_3-01M-3_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.3" .
fmet:FsF-R1_3-02D
a dqv:Metric, qmo:QualityMeasure, earl:TestCase, test:TestCase ;
skos:prefLabel "Data is available in a file format recommended by the target research community." ;
skos:altLabel "Data File format", "FsF-R1.3-02D" ;
skos:definition "File formats refer to methods for encoding digital information. For example, CSV for tabular data, NetCDF for multidimensional data and GeoTIFF for raster imagery. Data should be made available in a file format that is backed by the research community to enable data sharing and reuse. Consider for example, file formats that are widely used and supported by the most commonly used software and tools. These formats also should be suitable for long-term storage and archiving, which are usually recommended by a data repository. The formats not only give a higher certainty that your data can be read in the future, but they will also help to increase the reusability and interoperability. Using community-endorsed formats enables data to be loaded directly into the software and tools used for data analysis. It makes it possible to easily integrate your data with other data using the same preferred format. The use of preferred formats will also help to transform the format to a newer one, in case a preferred format gets outdated." ;
rdfs:label "Data is available in a file format recommended by the target research community." ;
rdfs:comment "File formats refer to methods for encoding digital information. For example, CSV for tabular data, NetCDF for multidimensional data and GeoTIFF for raster imagery. Data should be made available in a file format that is backed by the research community to enable data sharing and reuse. Consider for example, file formats that are widely used and supported by the most commonly used software and tools. These formats also should be suitable for long-term storage and archiving, which are usually recommended by a data repository. The formats not only give a higher certainty that your data can be read in the future, but they will also help to increase the reusability and interoperability. Using community-endorsed formats enables data to be loaded directly into the software and tools used for data analysis. It makes it possible to easily integrate your data with other data using the same preferred format. The use of preferred formats will also help to transform the format to a newer one, in case a preferred format gets outdated." ;
skos:broader fmet:FsF-FAIR ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
qmo:measuresCharacteristic fmet:FAIRness ;
qmo:hasScale fmet:MaturityScale ;
dc:title "Data is available in a file format recommended by the target research community." ;
dc:isPartOf fmet:FsF-FAIR ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.3" .
fmet:FsF-R1_3-02D-1_ScoreScale
a om:Cardinal_scale ;
skos:prefLabel "Reachable scores for: test FsF-R1.3-02D-1" ;
qmo:hasLowerBoundary 0.0 ;
qmo:hasUpperBoundary 1.0 .
fmet:FsF-R1_3-02D-1
a dqv:Metric, qmo:QualityMeasure, earl:TestCase ;
skos:prefLabel "Data is available in a file format recommended by the research community (long term file formats, open file formats or scientific file format)" ;
skos:altLabel "FsF-R1.3-02D-1" ;
rdfs:label "Data is available in a file format recommended by the research community (long term file formats, open file formats or scientific file format)" ;
skos:broader fmet:FsF-R1_3-02D ;
dqv:expectedDataType "xsd:float" ;
dqv:inDimension fmet:FAIRness ;
dc:title "Data is available in a file format recommended by the research community (long term file formats, open file formats or scientific file format)" ;
dc:isPartOf fmet:FsF-R1_3-02D ;
qmo:hasScale "fmet:FsF-R1_3-02D-1_ScoreScale" ;
prov:wasDerivedFrom "https://w3id.org/fair/principles/terms/R1.3" .