SlideShare a Scribd company logo
1 of 16
Download to read offline
CC BY-SA 4.0 International
Monitoring EOSC readiness: FAIR data policies - 17 Feb 2022
FAIRsharing:
what we do for policies
Allyson Lister, PhD
FAIRsharing - Content and Community Coordinator;
Senior Knowledge Engineer;
ORCiD: 0000-0002-7702-4495
@FAIRsharing_org
contact@fairsharing.org
10.25504/FAIRsharing.2abjs5
Prof. Susanna-A Sansone, PhD
FAIRsharing - Founder;
Professor of Data Readiness;
ORCiD: 0000-0002-7702-4495
datareadiness.eng.ox.ac.uk
CC BY-SA 4.0 International
CC BY-SA 4.0 International
An informative and educational resource, and a service
FAIRsharing provides curated descriptions and relationship graphs of
standards, databases and policies in all disciplines
COMMUNITY STANDARDS
POLICIES
by funders, journals
and other organizations
DATABASES
including repositories
and knowledgebases
Identifiers
Terminologies Guidelines
Formats
CC BY-SA 4.0 International
FAIRsharing: part of EOSC and the research ecosystem
Users, adopters, community and activities:
An endorsed output of the
FAIRsharing WG
(since 2015):
A WG (since 2015) in:
Researchers in academia,
industry and government
Developers & curators of
resources and tools
Research data facilitators,
librarians, trainers
Society, unions
and community alliances
Journal publishers and
organisations with data
policies
Funders and data
policy makers
A recommended resource in EOSC reports
Used by all stakeholder groups
https://fairsharing.org/communities
CC BY-SA 4.0 International
Guides consumers to discover, select and use these resources with confidence
Helps producers to make their resources more visible, more widely adopted and cited
Promoting use and value of databases, standards, policies
Total of
over 3584
resources
(Feb 2022)
repositories
standards
policie
s
CC BY-SA 4.0 International
https://doi.org/10.25504/FAIRsharing.pj0zs
Funder
policy:
an example
CC BY-SA 4.0 International
https://doi.org/10.25504/FAIRsharing.pj0zs
Funder
policy:
an example
CC BY-SA 4.0 International
https://doi.org/10.25504/FAIRsharing.pj0zs
Funder policy:
the value of our graphs
Maturity status
Record type
Relationships
CC BY-SA 4.0 International
https://doi.org/10.25504/FAIRsharing.pj0zs
Maturity status
Record type
Relationships
Funder policy:
the value of our graphs
CC BY-SA 4.0 International
https://doi.org/10.25504/FAIRsharing.pj0zs
A collection representing the standards and
databases used by this UK study, which
complies with the Wellcome policy
Maturity status
Record type
Relationships
Funder policy:
the value of our graphs
CC BY-SA 4.0 International
Policy classification and metadata
Classifying policies is key, because there is a mixture of types and focus
● Broader or specific, covering one or more digital objects
● Their depth and coverage vary depending on organisation and
context in which are developed
Metadata fields include:
● Organization(s)
● Country
● Coverage
○ Discipline(s) coverage
○ Digital object type
● Related records
○ Standards
○ Databases
○ Other policies
CC BY-SA 4.0 International
Their needs:
● Make their recommendations transparent
○ list examples or all of their recommended standards and repositories
● Keep abreast of the dynamic landscape of standards and repositories
○ monitor evolution of these resources, e.g. new, deprecated, merged
○ update and evolve their recommendations, adapting to needs of the
community they serve
Policies registration: why organisations use FAIRsharing
CC BY-SA 4.0 International
What we offer:
● Citability via DOI
● Discoverability of the policies by humans and machines
● Flexible but clearer descriptions of the policies and what they recommend
● Relationships to the repositories and standards recommended
● Comparability of one policy to another (in development)
Policies registration: why organisations use FAIRsharing
CC BY-SA 4.0 International
Findability
Sitemap.xml, JSON
Markup with Schema.org for
search indexes
DOI unique persistent
identifiers for each record
ORCID for author credit and
authentication
Accessibility
read/write REST API
read OAI-PMH
Interoperability
JSON markup
Standardized semantics
Cross-links to or import from
records in other registries
ROR for organizations (ongoing)
FundRef for funders (ongoing)
Reusability
CC BY 4.0 license
JSON export
FAIRness of FAIRsharing: machine-accessible content
CC BY-SA 4.0 International
To summarise: role of FAIRsharing and lessons learned
We can engage with policy
stakeholders, many of which
are already our users
We can prototype and
implement a common
template for all types of
policy, when this emerges
We can provide registration to enable:
● Citability
● Discoverability
● Flexible and clearer descriptions
● Relationships
● Machine readability
● Comparability
CC BY-SA 4.0 International
To summarise: role of FAIRsharing and lessons learned
We can engage with policy
stakeholders, many of which
are already our users
We can prototype and
implement a common
template for all types of
policy, when this emerges
We can provide registration to enable:
● Citability
● Discoverability
● Flexible and clearer descriptions
● Relationships
● Machine readability
● Comparability
Curating, describing, tagging,
classifying the policies is not trivial.
These activities need funding!
Can we converge towards
a common system and
template,which works for
all policy-makers?
Maintaining the description
up-to-date and monitoring
evolution of each policy
require continued
engagement and curation
CC BY-SA 4.0 International
Stakeholder Advisors
● Amye Kenall, VP of Publishing and Product, Research Square
● Adam Leary, Oxford University Press
● Catriona MacCallum, Hindawi
● Dagmar Meyer, European Research Council, Executive Agency
● Dominic Fripp, JISC, UK
● Emma Ganley, Protocols.io
● Geraldine Clement-Stoneham, Medical Research Council
● Helena Cousijn, DataCite
● Iain Hrynaszkiewicz, PLoS
● Imma Subirats, FAO of the United Nations
● Kiera McNiece, Cambridge University Press
● Luiz Olavo Bonino, GO-FAIR
● Marina Soares E Silva and Sarah Callaghan, Elsevier
● Michael Ball, Biotechnology and Biological Sciences Research Council
● Mike Huerta, NIH National Library of Medicine
● Molly Cranston and Guillaume Wright, F1000Research
● Nick Everitt and Matthew Cannon, Taylor and Francis
● Scott Edmunds, GigaScience, Oxford University Press
● Simon Hodson, CODATA
● Theo Bloom, British Medical Journal
● Thomas Lemberger, EMBO Press
● Wei-Mun Chan, eLife
● Sowmya Swaminathan, Springer Nature
Operational Team
● Allyson Lister, Content and Community Lead
● Milo Thurston, Technical Lead
● Ramon Granell, Data Enrichment & Quality Manager
● Delphine Dauga, Data Curator Manager
● Hossein Mirian, Web Developer
● Dominique Batista, Research Software Engineer
● Philippe Rocca-Serra, Co-Founder
● Susanna-Assunta Sansone, PI and Founder
● and many collaborators and contributors!
Executive Advisors
● Varsha Khodiyar, HDRUK
● David Carr, Independent expert
● Chris Graf, Springer Nature
● Marta Teperek, Data Stewardship Coordinator, TUDelft
● Robert Hanisch, Director, NIST Office of Data & Informatics
● Peter McQuilton, FAIRsharing Founding Member, GSK

More Related Content

What's hot

FAIRsharing: how we assist with FAIRness
FAIRsharing: how we assist with FAIRnessFAIRsharing: how we assist with FAIRness
FAIRsharing: how we assist with FAIRnessSusanna-Assunta Sansone
 
FAIRification is a Team Sport: FAIRsharing and the FAIR Cookbook
FAIRification is a Team Sport: FAIRsharing and the FAIR CookbookFAIRification is a Team Sport: FAIRsharing and the FAIR Cookbook
FAIRification is a Team Sport: FAIRsharing and the FAIR CookbookSusanna-Assunta Sansone
 
NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013
NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013
NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013Susanna-Assunta Sansone
 
Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.Susanna-Assunta Sansone
 
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdf
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdfEOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdf
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdfAllyson Lister
 
FAIRsharing: curating an ecosystem of research standards and databases
FAIRsharing: curating an ecosystem of research standards and databasesFAIRsharing: curating an ecosystem of research standards and databases
FAIRsharing: curating an ecosystem of research standards and databasesAllyson Lister
 
FAIR data and standards for a coordinated COVID-19 response
FAIR data and standards for a coordinated COVID-19 responseFAIR data and standards for a coordinated COVID-19 response
FAIR data and standards for a coordinated COVID-19 responseSusanna-Assunta Sansone
 
The FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data WeekThe FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data WeekSusanna-Assunta Sansone
 
RDA17 FAIRsharing WG sessions: on repositories and policies
RDA17 FAIRsharing WG sessions: on repositories and policiesRDA17 FAIRsharing WG sessions: on repositories and policies
RDA17 FAIRsharing WG sessions: on repositories and policiesSusanna-Assunta Sansone
 
FAIR resources, selected examples from ELIXIR-related projects
FAIR resources, selected examples from ELIXIR-related projectsFAIR resources, selected examples from ELIXIR-related projects
FAIR resources, selected examples from ELIXIR-related projectsSusanna-Assunta Sansone
 
Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook
Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook
Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook Susanna-Assunta Sansone
 
EnablingFAIR - Open research data in the UK
EnablingFAIR - Open research data in the UKEnablingFAIR - Open research data in the UK
EnablingFAIR - Open research data in the UKSusanna-Assunta Sansone
 

What's hot (20)

FAIRsharing: how we assist with FAIRness
FAIRsharing: how we assist with FAIRnessFAIRsharing: how we assist with FAIRness
FAIRsharing: how we assist with FAIRness
 
FAIRification is a Team Sport: FAIRsharing and the FAIR Cookbook
FAIRification is a Team Sport: FAIRsharing and the FAIR CookbookFAIRification is a Team Sport: FAIRsharing and the FAIR Cookbook
FAIRification is a Team Sport: FAIRsharing and the FAIR Cookbook
 
NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013
NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013
NPG Scientific Data Overview for GBIF - TDWG meeting Oct 2013
 
Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.Managing Big Data - Berlin, July 9-10, 201.
Managing Big Data - Berlin, July 9-10, 201.
 
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdf
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdfEOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdf
EOSC-Life AGM 2022 Publishing FAIR RI data resources in EOSC.pdf
 
FAIRsharing: curating an ecosystem of research standards and databases
FAIRsharing: curating an ecosystem of research standards and databasesFAIRsharing: curating an ecosystem of research standards and databases
FAIRsharing: curating an ecosystem of research standards and databases
 
FAIR, FAIRplus and the FAIR Cookbook
FAIR, FAIRplus and the FAIR Cookbook FAIR, FAIRplus and the FAIR Cookbook
FAIR, FAIRplus and the FAIR Cookbook
 
FAIR data and standards for a coordinated COVID-19 response
FAIR data and standards for a coordinated COVID-19 responseFAIR data and standards for a coordinated COVID-19 response
FAIR data and standards for a coordinated COVID-19 response
 
FAIRsharing poster
FAIRsharing posterFAIRsharing poster
FAIRsharing poster
 
FAIR: standards and services
FAIR: standards and servicesFAIR: standards and services
FAIR: standards and services
 
The FAIR Cookbook poster
The FAIR Cookbook posterThe FAIR Cookbook poster
The FAIR Cookbook poster
 
The FAIR Cookbook in a nutshell
The FAIR Cookbook in a nutshellThe FAIR Cookbook in a nutshell
The FAIR Cookbook in a nutshell
 
The FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data WeekThe FAIR movement - Oxford Open Data Week
The FAIR movement - Oxford Open Data Week
 
RDA17 FAIRsharing WG sessions: on repositories and policies
RDA17 FAIRsharing WG sessions: on repositories and policiesRDA17 FAIRsharing WG sessions: on repositories and policies
RDA17 FAIRsharing WG sessions: on repositories and policies
 
FAIR resources, selected examples from ELIXIR-related projects
FAIR resources, selected examples from ELIXIR-related projectsFAIR resources, selected examples from ELIXIR-related projects
FAIR resources, selected examples from ELIXIR-related projects
 
The FAIR Principles and FAIRsharing
The FAIR Principles and FAIRsharingThe FAIR Principles and FAIRsharing
The FAIR Principles and FAIRsharing
 
FAIRsharing for RDA Funders Forum
FAIRsharing for RDA Funders ForumFAIRsharing for RDA Funders Forum
FAIRsharing for RDA Funders Forum
 
Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook
Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook
Open Science FAIR 2021: FAIRsharing and the FAIR Cookbook
 
All Things Biocuration
All Things BiocurationAll Things Biocuration
All Things Biocuration
 
EnablingFAIR - Open research data in the UK
EnablingFAIR - Open research data in the UKEnablingFAIR - Open research data in the UK
EnablingFAIR - Open research data in the UK
 

Similar to FAIRsharing: what we do for policies

FAIRsharing: curation and governance of an ecosystem of research standards an...
FAIRsharing: curation and governance of an ecosystem of research standards an...FAIRsharing: curation and governance of an ecosystem of research standards an...
FAIRsharing: curation and governance of an ecosystem of research standards an...Allyson Lister
 
FAIRsharing and DataCite: Data Repository Selection- Criteria That Matter
FAIRsharing and DataCite: Data Repository Selection- Criteria That MatterFAIRsharing and DataCite: Data Repository Selection- Criteria That Matter
FAIRsharing and DataCite: Data Repository Selection- Criteria That MatterSusanna-Assunta Sansone
 
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...Allyson Lister
 
FAIRsharing as a content provider for maDMP
FAIRsharing as a content provider for maDMPFAIRsharing as a content provider for maDMP
FAIRsharing as a content provider for maDMPAllyson Lister
 
2021 04 Introduction to FAIRsharing - cineca
2021 04 Introduction to FAIRsharing - cineca2021 04 Introduction to FAIRsharing - cineca
2021 04 Introduction to FAIRsharing - cinecaAllyson Lister
 
FAIRsharing COVID-19 Collection for The Global Health Network
FAIRsharing COVID-19 Collection for The Global Health NetworkFAIRsharing COVID-19 Collection for The Global Health Network
FAIRsharing COVID-19 Collection for The Global Health NetworkSusanna-Assunta Sansone
 
BioSharing, an ELIXIR Interoperability Platform resource
BioSharing, an ELIXIR Interoperability Platform resourceBioSharing, an ELIXIR Interoperability Platform resource
BioSharing, an ELIXIR Interoperability Platform resourcePeter McQuilton
 
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...Allyson Lister
 
Cross-linked metadata standards, repositories and the data policies - The Bio...
Cross-linked metadata standards, repositories and the data policies - The Bio...Cross-linked metadata standards, repositories and the data policies - The Bio...
Cross-linked metadata standards, repositories and the data policies - The Bio...Peter McQuilton
 
Turning FAIR into Reality - Role for Libraries
Turning FAIR into Reality - Role for Libraries Turning FAIR into Reality - Role for Libraries
Turning FAIR into Reality - Role for Libraries dri_ireland
 
Research Data Alliance .. The Why, How, What ...
Research Data Alliance .. The Why, How, What ... Research Data Alliance .. The Why, How, What ...
Research Data Alliance .. The Why, How, What ... Research Data Alliance
 
FAIR, standards and FAIRsharing - MAQC Society 2019
FAIR, standards and FAIRsharing - MAQC Society 2019FAIR, standards and FAIRsharing - MAQC Society 2019
FAIR, standards and FAIRsharing - MAQC Society 2019Susanna-Assunta Sansone
 
RDA BioSharing WG/ELIXIR Session Montreal 2017
RDA BioSharing WG/ELIXIR Session Montreal 2017RDA BioSharing WG/ELIXIR Session Montreal 2017
RDA BioSharing WG/ELIXIR Session Montreal 2017Peter McQuilton
 
Monthly statistics of the RDA community - February 2016
Monthly statistics of the RDA community - February 2016Monthly statistics of the RDA community - February 2016
Monthly statistics of the RDA community - February 2016Research Data Alliance
 
FAIRsharing - ENVRI-FAIR Webinar
FAIRsharing - ENVRI-FAIR WebinarFAIRsharing - ENVRI-FAIR Webinar
FAIRsharing - ENVRI-FAIR WebinarPeter McQuilton
 
RDA UK - FAIRsharing WG output
RDA UK - FAIRsharing WG outputRDA UK - FAIRsharing WG output
RDA UK - FAIRsharing WG outputPeter McQuilton
 
FAIRsharing presentation at the Japan Science and Technology Agency
FAIRsharing presentation at the Japan Science and Technology AgencyFAIRsharing presentation at the Japan Science and Technology Agency
FAIRsharing presentation at the Japan Science and Technology AgencyPeter McQuilton
 

Similar to FAIRsharing: what we do for policies (20)

FAIRsharing: curation and governance of an ecosystem of research standards an...
FAIRsharing: curation and governance of an ecosystem of research standards an...FAIRsharing: curation and governance of an ecosystem of research standards an...
FAIRsharing: curation and governance of an ecosystem of research standards an...
 
FAIRsharing and DataCite: Data Repository Selection- Criteria That Matter
FAIRsharing and DataCite: Data Repository Selection- Criteria That MatterFAIRsharing and DataCite: Data Repository Selection- Criteria That Matter
FAIRsharing and DataCite: Data Repository Selection- Criteria That Matter
 
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...
A Whirlwind tour of the FAIR Principles, ELIXIR, and FAIRsharing in the conte...
 
FAIRsharing as a content provider for maDMP
FAIRsharing as a content provider for maDMPFAIRsharing as a content provider for maDMP
FAIRsharing as a content provider for maDMP
 
2021 04 Introduction to FAIRsharing - cineca
2021 04 Introduction to FAIRsharing - cineca2021 04 Introduction to FAIRsharing - cineca
2021 04 Introduction to FAIRsharing - cineca
 
FAIRsharing for EOSC
FAIRsharing for EOSC FAIRsharing for EOSC
FAIRsharing for EOSC
 
FAIRsharing & FAIRcookbook at RDA 2023
FAIRsharing & FAIRcookbook at RDA 2023FAIRsharing & FAIRcookbook at RDA 2023
FAIRsharing & FAIRcookbook at RDA 2023
 
FAIRsharing COVID-19 Collection for The Global Health Network
FAIRsharing COVID-19 Collection for The Global Health NetworkFAIRsharing COVID-19 Collection for The Global Health Network
FAIRsharing COVID-19 Collection for The Global Health Network
 
BioSharing, an ELIXIR Interoperability Platform resource
BioSharing, an ELIXIR Interoperability Platform resourceBioSharing, an ELIXIR Interoperability Platform resource
BioSharing, an ELIXIR Interoperability Platform resource
 
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...
AgBioData and FAIRsharing: FAIRsharing: promoting the discovery of data stand...
 
Cross-linked metadata standards, repositories and the data policies - The Bio...
Cross-linked metadata standards, repositories and the data policies - The Bio...Cross-linked metadata standards, repositories and the data policies - The Bio...
Cross-linked metadata standards, repositories and the data policies - The Bio...
 
Turning FAIR into Reality - Role for Libraries
Turning FAIR into Reality - Role for Libraries Turning FAIR into Reality - Role for Libraries
Turning FAIR into Reality - Role for Libraries
 
Research Data Alliance .. The Why, How, What ...
Research Data Alliance .. The Why, How, What ... Research Data Alliance .. The Why, How, What ...
Research Data Alliance .. The Why, How, What ...
 
FAIR, standards and FAIRsharing - MAQC Society 2019
FAIR, standards and FAIRsharing - MAQC Society 2019FAIR, standards and FAIRsharing - MAQC Society 2019
FAIR, standards and FAIRsharing - MAQC Society 2019
 
Metadata Standards
Metadata StandardsMetadata Standards
Metadata Standards
 
RDA BioSharing WG/ELIXIR Session Montreal 2017
RDA BioSharing WG/ELIXIR Session Montreal 2017RDA BioSharing WG/ELIXIR Session Montreal 2017
RDA BioSharing WG/ELIXIR Session Montreal 2017
 
Monthly statistics of the RDA community - February 2016
Monthly statistics of the RDA community - February 2016Monthly statistics of the RDA community - February 2016
Monthly statistics of the RDA community - February 2016
 
FAIRsharing - ENVRI-FAIR Webinar
FAIRsharing - ENVRI-FAIR WebinarFAIRsharing - ENVRI-FAIR Webinar
FAIRsharing - ENVRI-FAIR Webinar
 
RDA UK - FAIRsharing WG output
RDA UK - FAIRsharing WG outputRDA UK - FAIRsharing WG output
RDA UK - FAIRsharing WG output
 
FAIRsharing presentation at the Japan Science and Technology Agency
FAIRsharing presentation at the Japan Science and Technology AgencyFAIRsharing presentation at the Japan Science and Technology Agency
FAIRsharing presentation at the Japan Science and Technology Agency
 

More from Susanna-Assunta Sansone

FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024
FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024
FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024Susanna-Assunta Sansone
 
NFDI Physical Sciences Colloquium - FAIR
NFDI Physical Sciences Colloquium - FAIRNFDI Physical Sciences Colloquium - FAIR
NFDI Physical Sciences Colloquium - FAIRSusanna-Assunta Sansone
 
FAIR, community standards and data FAIRification: components and recipes
FAIR, community standards and data FAIRification: components and recipesFAIR, community standards and data FAIRification: components and recipes
FAIR, community standards and data FAIRification: components and recipesSusanna-Assunta Sansone
 
FAIRsharing - focus on standards and new features
FAIRsharing - focus on standards and new features FAIRsharing - focus on standards and new features
FAIRsharing - focus on standards and new features Susanna-Assunta Sansone
 
The FAIR Principles and the IMI FAIRplus project
The FAIR Principles and the IMI FAIRplus projectThe FAIR Principles and the IMI FAIRplus project
The FAIR Principles and the IMI FAIRplus projectSusanna-Assunta Sansone
 

More from Susanna-Assunta Sansone (12)

FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024
FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024
FAIR, FAIRsharing, FAIR Cookbook and ELIXIR - Sansone SA - Boston 2024
 
FAIRsharing-Standards-4-GSC-Aug23.pdf
FAIRsharing-Standards-4-GSC-Aug23.pdfFAIRsharing-Standards-4-GSC-Aug23.pdf
FAIRsharing-Standards-4-GSC-Aug23.pdf
 
FAIR-4-GSC-Sansone-Aug23.pdf
FAIR-4-GSC-Sansone-Aug23.pdfFAIR-4-GSC-Sansone-Aug23.pdf
FAIR-4-GSC-Sansone-Aug23.pdf
 
NFDI Physical Sciences Colloquium - FAIR
NFDI Physical Sciences Colloquium - FAIRNFDI Physical Sciences Colloquium - FAIR
NFDI Physical Sciences Colloquium - FAIR
 
FAIRcookbook: GSRS22-Singapore
FAIRcookbook: GSRS22-SingaporeFAIRcookbook: GSRS22-Singapore
FAIRcookbook: GSRS22-Singapore
 
FAIR Cookbook
FAIR Cookbook FAIR Cookbook
FAIR Cookbook
 
FAIR, community standards and data FAIRification: components and recipes
FAIR, community standards and data FAIRification: components and recipesFAIR, community standards and data FAIRification: components and recipes
FAIR, community standards and data FAIRification: components and recipes
 
FAIRsharing and the FAIR Cookbook
FAIRsharing and the FAIR Cookbook FAIRsharing and the FAIR Cookbook
FAIRsharing and the FAIR Cookbook
 
ELIXIR FAIR Activities - Examplars
ELIXIR FAIR Activities - ExamplarsELIXIR FAIR Activities - Examplars
ELIXIR FAIR Activities - Examplars
 
FAIRsharing - focus on standards and new features
FAIRsharing - focus on standards and new features FAIRsharing - focus on standards and new features
FAIRsharing - focus on standards and new features
 
The FAIR Principles and the IMI FAIRplus project
The FAIR Principles and the IMI FAIRplus projectThe FAIR Principles and the IMI FAIRplus project
The FAIR Principles and the IMI FAIRplus project
 
FAIR and FAIRsharing - ESOF 2020
FAIR and FAIRsharing - ESOF 2020FAIR and FAIRsharing - ESOF 2020
FAIR and FAIRsharing - ESOF 2020
 

Recently uploaded

Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfSocial Samosa
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...shivangimorya083
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
Predicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationPredicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationBoston Institute of Analytics
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Jack DiGiovanna
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptSonatrach
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Delhi Call girls
 
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...Suhani Kapoor
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Sapana Sha
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 

Recently uploaded (20)

E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
Predicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationPredicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project Presentation
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
Building on a FAIRly Strong Foundation to Connect Academic Research to Transl...
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
 
Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
 
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 

FAIRsharing: what we do for policies

  • 1. CC BY-SA 4.0 International Monitoring EOSC readiness: FAIR data policies - 17 Feb 2022 FAIRsharing: what we do for policies Allyson Lister, PhD FAIRsharing - Content and Community Coordinator; Senior Knowledge Engineer; ORCiD: 0000-0002-7702-4495 @FAIRsharing_org contact@fairsharing.org 10.25504/FAIRsharing.2abjs5 Prof. Susanna-A Sansone, PhD FAIRsharing - Founder; Professor of Data Readiness; ORCiD: 0000-0002-7702-4495 datareadiness.eng.ox.ac.uk CC BY-SA 4.0 International
  • 2. CC BY-SA 4.0 International An informative and educational resource, and a service FAIRsharing provides curated descriptions and relationship graphs of standards, databases and policies in all disciplines COMMUNITY STANDARDS POLICIES by funders, journals and other organizations DATABASES including repositories and knowledgebases Identifiers Terminologies Guidelines Formats
  • 3. CC BY-SA 4.0 International FAIRsharing: part of EOSC and the research ecosystem Users, adopters, community and activities: An endorsed output of the FAIRsharing WG (since 2015): A WG (since 2015) in: Researchers in academia, industry and government Developers & curators of resources and tools Research data facilitators, librarians, trainers Society, unions and community alliances Journal publishers and organisations with data policies Funders and data policy makers A recommended resource in EOSC reports Used by all stakeholder groups https://fairsharing.org/communities
  • 4. CC BY-SA 4.0 International Guides consumers to discover, select and use these resources with confidence Helps producers to make their resources more visible, more widely adopted and cited Promoting use and value of databases, standards, policies Total of over 3584 resources (Feb 2022) repositories standards policie s
  • 5. CC BY-SA 4.0 International https://doi.org/10.25504/FAIRsharing.pj0zs Funder policy: an example
  • 6. CC BY-SA 4.0 International https://doi.org/10.25504/FAIRsharing.pj0zs Funder policy: an example
  • 7. CC BY-SA 4.0 International https://doi.org/10.25504/FAIRsharing.pj0zs Funder policy: the value of our graphs Maturity status Record type Relationships
  • 8. CC BY-SA 4.0 International https://doi.org/10.25504/FAIRsharing.pj0zs Maturity status Record type Relationships Funder policy: the value of our graphs
  • 9. CC BY-SA 4.0 International https://doi.org/10.25504/FAIRsharing.pj0zs A collection representing the standards and databases used by this UK study, which complies with the Wellcome policy Maturity status Record type Relationships Funder policy: the value of our graphs
  • 10. CC BY-SA 4.0 International Policy classification and metadata Classifying policies is key, because there is a mixture of types and focus ● Broader or specific, covering one or more digital objects ● Their depth and coverage vary depending on organisation and context in which are developed Metadata fields include: ● Organization(s) ● Country ● Coverage ○ Discipline(s) coverage ○ Digital object type ● Related records ○ Standards ○ Databases ○ Other policies
  • 11. CC BY-SA 4.0 International Their needs: ● Make their recommendations transparent ○ list examples or all of their recommended standards and repositories ● Keep abreast of the dynamic landscape of standards and repositories ○ monitor evolution of these resources, e.g. new, deprecated, merged ○ update and evolve their recommendations, adapting to needs of the community they serve Policies registration: why organisations use FAIRsharing
  • 12. CC BY-SA 4.0 International What we offer: ● Citability via DOI ● Discoverability of the policies by humans and machines ● Flexible but clearer descriptions of the policies and what they recommend ● Relationships to the repositories and standards recommended ● Comparability of one policy to another (in development) Policies registration: why organisations use FAIRsharing
  • 13. CC BY-SA 4.0 International Findability Sitemap.xml, JSON Markup with Schema.org for search indexes DOI unique persistent identifiers for each record ORCID for author credit and authentication Accessibility read/write REST API read OAI-PMH Interoperability JSON markup Standardized semantics Cross-links to or import from records in other registries ROR for organizations (ongoing) FundRef for funders (ongoing) Reusability CC BY 4.0 license JSON export FAIRness of FAIRsharing: machine-accessible content
  • 14. CC BY-SA 4.0 International To summarise: role of FAIRsharing and lessons learned We can engage with policy stakeholders, many of which are already our users We can prototype and implement a common template for all types of policy, when this emerges We can provide registration to enable: ● Citability ● Discoverability ● Flexible and clearer descriptions ● Relationships ● Machine readability ● Comparability
  • 15. CC BY-SA 4.0 International To summarise: role of FAIRsharing and lessons learned We can engage with policy stakeholders, many of which are already our users We can prototype and implement a common template for all types of policy, when this emerges We can provide registration to enable: ● Citability ● Discoverability ● Flexible and clearer descriptions ● Relationships ● Machine readability ● Comparability Curating, describing, tagging, classifying the policies is not trivial. These activities need funding! Can we converge towards a common system and template,which works for all policy-makers? Maintaining the description up-to-date and monitoring evolution of each policy require continued engagement and curation
  • 16. CC BY-SA 4.0 International Stakeholder Advisors ● Amye Kenall, VP of Publishing and Product, Research Square ● Adam Leary, Oxford University Press ● Catriona MacCallum, Hindawi ● Dagmar Meyer, European Research Council, Executive Agency ● Dominic Fripp, JISC, UK ● Emma Ganley, Protocols.io ● Geraldine Clement-Stoneham, Medical Research Council ● Helena Cousijn, DataCite ● Iain Hrynaszkiewicz, PLoS ● Imma Subirats, FAO of the United Nations ● Kiera McNiece, Cambridge University Press ● Luiz Olavo Bonino, GO-FAIR ● Marina Soares E Silva and Sarah Callaghan, Elsevier ● Michael Ball, Biotechnology and Biological Sciences Research Council ● Mike Huerta, NIH National Library of Medicine ● Molly Cranston and Guillaume Wright, F1000Research ● Nick Everitt and Matthew Cannon, Taylor and Francis ● Scott Edmunds, GigaScience, Oxford University Press ● Simon Hodson, CODATA ● Theo Bloom, British Medical Journal ● Thomas Lemberger, EMBO Press ● Wei-Mun Chan, eLife ● Sowmya Swaminathan, Springer Nature Operational Team ● Allyson Lister, Content and Community Lead ● Milo Thurston, Technical Lead ● Ramon Granell, Data Enrichment & Quality Manager ● Delphine Dauga, Data Curator Manager ● Hossein Mirian, Web Developer ● Dominique Batista, Research Software Engineer ● Philippe Rocca-Serra, Co-Founder ● Susanna-Assunta Sansone, PI and Founder ● and many collaborators and contributors! Executive Advisors ● Varsha Khodiyar, HDRUK ● David Carr, Independent expert ● Chris Graf, Springer Nature ● Marta Teperek, Data Stewardship Coordinator, TUDelft ● Robert Hanisch, Director, NIST Office of Data & Informatics ● Peter McQuilton, FAIRsharing Founding Member, GSK