Principles of Recruitment & Selection Efficient Effective Fair.
Workshop Fair Data Principles
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Transcript of Workshop Fair Data Principles
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Fair data principlesConfOA2017
Barend Mons, Luiz Olavo Bonino
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FAIR DATA PRINCIPLES
Findable:F1. (meta)data are assigned a globally unique and persistent identifier;
F2. data are described with rich metadata;
F3. metadata clearly and explicitly include the identifier of the data it describes;
F4. (meta)data are registered or indexed in a searchable resource;
Accessible:A1. (meta)data are retrievable by their identifier using a standardized communications protocol;
A1.1 the protocol is open, free, and universally implementable;
A1.2. the protocol allows for an authentication and authorization procedure, where necessary;
A2. metadata are accessible, even when the data are no longer available;
Interoperable:I1. (meta)data use a formal, accessible, shared, and broadly applicable language for knowledge representation.
I2. (meta)data use vocabularies that follow FAIR principles;
I3. (meta)data include qualified references to other (meta)data;
Reusable:R1. meta(data) are richly described with a plurality of accurate and relevant attributes;
R1.1. (meta)data are released with a clear and accessible data usage license;
R1.2. (meta)data are associated with detailed provenance;
R1.3. (meta)data meet domain-relevant community standards;
https://www.nature.com/articles/sdata201618
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FAIR DATA PRINCIPLES - METADATA
Findable:F1. metadata are assigned a globally unique and persistent identifier;
F2. data are described with rich metadata;
F3. metadata clearly and explicitly include the identifier of the data it describes;
F4. metadata are registered or indexed in a searchable resource;
Accessible:A1. metadata are retrievable by their identifier using a standardized communications protocol;
A1.1 the protocol is open, free, and universally implementable;
A1.2. the protocol allows for an authentication and authorization procedure, where necessary;
A2. metadata are accessible, even when the data are no longer available;
Interoperable:I1. metadata use a formal, accessible, shared, and broadly applicable language for knowledge representation.
I2. metadata use vocabularies that follow FAIR principles;
I3. metadata include qualified references to other (meta)data;
Reusable:R1. metadata are richly described with a plurality of accurate and relevant attributes;
R1.1. metadata are released with a clear and accessible data usage license;
R1.2. metadata are associated with detailed provenance;
R1.3. metadata meet domain-relevant community standards;
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FAIR DATA PRINCIPLES - DATA
Findable:F1. data are assigned a globally unique and persistent identifier;
F2. data are described with rich metadata;
F3. metadata clearly and explicitly include the identifier of the data it describes;
F4. data are registered or indexed in a searchable resource;
Accessible:A1. data are retrievable by their identifier using a standardized communications protocol;
A1.1 the protocol is open, free, and universally implementable;
A1.2. the protocol allows for an authentication and authorization procedure, where necessary;
A2. metadata are accessible, even when the data are no longer available;
Interoperable:I1. data use a formal, accessible, shared, and broadly applicable language for knowledge representation.
I2. data use vocabularies that follow FAIR principles;
I3. data include qualified references to other (meta)data;
Reusable:R1. data are richly described with a plurality of accurate and relevant attributes;
R1.1. data are released with a clear and accessible data usage license;
R1.2. data are associated with detailed provenance;
R1.3. data meet domain-relevant community standards;
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FAIR DATA PRINCIPLES – SUPPORTING INFRASTRUCTURE
Findable:F1. (meta)data are assigned a globally unique and persistent identifier;
F2. data are described with rich metadata;
F3. metadata clearly and explicitly include the identifier of the data it describes;
F4. (meta)data are registered or indexed in a searchable resource;
Accessible:A1. (meta)data are retrievable by their identifier using a standardized communications protocol;
A1.1 the protocol is open, free, and universally implementable;
A1.2. the protocol allows for an authentication and authorization procedure, where necessary;
A2. metadata are accessible, even when the data are no longer available;
Interoperable:I1. (meta)data use a formal, accessible, shared, and broadly applicable language for knowledge representation.
I2. (meta)data use vocabularies that follow FAIR principles;
I3. (meta)data include qualified references to other (meta)data;
Reusable:R1. meta(data) are richly described with a plurality of accurate and relevant attributes;
R1.1. (meta)data are released with a clear and accessible data usage license;
R1.2. (meta)data are associated with detailed provenance;
R1.3. (meta)data meet domain-relevant community standards;
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”Rigor on metadata maximizes power of data”John Graybeal RDA10 – Sept 20th 2017
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METADATA LAYERS
Data Repository (FDP)
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METADATA LAYERS
Data Repository (FDP)
(Dataset) Catalog(s)
Dataset
DistributionDCAT/HCLS
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METADATA LAYERS
Data Repository (FDP)
(Dataset) Catalog(s)
Dataset
Distribution
Data Record
DCAT/HCLS
RML
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EXTENDING THE METADATA LAYERS - VOCABULARIES
Data Repository (FDP)
(Dataset) Catalog(s)
Dataset
Distribution
Data Record
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EXTENDING THE METADATA LAYERS - VOCABULARIES
DCATdcat:publisher
biosch:organization
"@context": "http://schema.org",
"@type": "NGO",
"address": {
"@type": "PostalAddress",
"addressLocality": "Utrecht, The Netherlands",
"postalCode": “3511 GC",
"streetAddress": “Catharijnesingel 54"
},
"email": “info(at)dtls.nl",
"@type": “Organization”,
“@type”: “not-for-profit”,
"name": “Dutch Techncentre for Life Sciences",
"telephone": "( 31) 85 30 30 711"
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EXTENDING THE METADATA LAYERS – EXTENDED MODEL
Data Repository (FDP)
(Dataset) Catalog(s)
Dataset
Distribution
Data Record
DatA Tag Suite
(DATS)
PROV
PROV-O
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MODEL EXTENSION EXAMPLE
dcat:Dataset
foaf:Agent
dct:publisher
dct:title
dcat:landingPage
dct:identifier
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MODEL EXTENSION EXAMPLE
dcat:Dataset
foaf:Agent
dct:publisher
dct:title
dcat:landingPage
dct:identifier
ENOUGH?
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MODEL EXTENSION EXAMPLE
dcat:Datasetdats:Datasetprovo:Entity
foaf:Agent
dct:publisher
dct:title
dcat:landingPage
dct:identifier
dats:Publicationdats:citations
provo:Agent
provo:wasAttributedTo
provo:generatedAtTime
provo:Activity
provo:used
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DatA Tag Suite
(DATS)
Dataset
Publication
citations primaryPublications