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Peter McQuilton, PhD
https://fairsharing.org
@fairsharing_org
@drosophilic
Describing and linking standards, databases and policies across
the natural sciences
A web-based, curated, and searchable portal that monitors the
development and evolution of standards, across all disciplines,
inter-related to databases/repositories and data policies
Making Standards, Databases and Policies FAIR
Metadata standards and identifiers
Formats Terminologies Guidelines
Data policies by
funders, journals and
other organizations
Databases –
repositories and
knowledgebases
Identifiers
Mapping a complex and evolving landscape…
Models/Formats =
Conceptual model,
conceptual schema,
exchange formats
Terminologies =
ontologies, Controlled
vocabularies, thesauri,
etc.
Guidelines = Minimum
information reporting
requirements, checklists
Identifiers =
unambiguous, persistent
and context-independent
identifier schema
270
48
23
2
97
87 4
204
9 6 8
Ready for use, implementation, or recommendation
In development
Status uncertain
Deprecated as subsumed or superseded
All records are manually curated
in-house and verified by the
community behind each resource
Community verified status indicators
MIBBI  BioSharing  FAIRsharing
Portal and Foundry
• Bias towards the life
sciences (9 years)
• Grown organically with
the community
• All data is CC-BY-SA 4.0
• Every record has a change
log and receives a DOI
• Accessible by website or
API
Finding and Accessing the data
Collections group together
one or more types of
resource by domain,
project or organization.
Recommendations are a
core-set of resources that
are selected and
recommended by a funder
or journal data policy.
Grouping the data
Data Policy
Visualizing the relationships between
data…
• FAIRsharing guides consumers, accelerating
discovery, selection and use of relevant
repositories, standards and data policies with
confidence.
• FAIRsharing increases producer satisfaction,
in terms of visibility, reuse, adoption and
citations of their resources.
Marek (data manager):
• Consults FAIRsharing when creating a data
management plan to identify the most
appropriate reporting guidelines, formats
and terminologies for his data types, and
formally cites these community standards
using their DOIs and the ‘how to cite this
record’ statements provided for each
resource.
Carla (researcher):
• Searches FAIRsharing to identify an
established repository, recognized by the
journal she plans to submit to
• Identifies which standards are used by the
repositories she will submit to
Hagen (biocurator):
• Searches FAIRsharing for suitable
standards to describe a set of biomedical
experiments
• Filters the results by disciplines, focussing
on standards implemented by one or more
data repositories.
• Finds the details of a person or support
group to contact.
Beatriz (standards developer and repository
manager):
• Creates and maintains a collection to list
and showcase the set of standards and
repositories developed by the organizations
she is the representative of
• Registers the standards/repositories and/or
claims existing records added by the
FAIRsharing team, vetting
• She uses the DOIs assigned to her records to
cite the evidence of their adoption and use.
Laura (policy maker):
• Registers her journal’s data policy in
FAIRsharing,
• Creaties and maintains an interrelated list
of the repositories and standards she
recommends to the authors.
• She keeps her data policy up-to-date using
visualization and comparison
functionalities.
Jen (librarian):
• Uses FAIRsharing to enrich educational
and training material to support scholars to
utilize data standards
• Identifies appropriate journal and funder
policies, and develops guidance to increase
capability and skills, and empowers
researchers to organize and make their
data FAIR.
How can FAIRsharing help you?
Making things FAIR
FAIRmetrics.org
https://github.com/FAIRMetrics
NIH Data
Commons
FAIR assessment insignia
FAIRsharing record metadataFunded work on:
• Finding and citing FAIR objects
• FAIR assessment
• FAIR insignia
• Training materials on FAIR
1.
3.
http://commonfund.nih.gov/commons
ELIXIR Core Data
Resource FAIRness
Implementation study
2.
FAIR Data Strand - Workshop
• Developing a FAIR data guidance tool
• Personas – researcher, cheminformatician, journal
editor, data manager…
• What do you need to make data FAIR for you?
• Where are the crunch points in the data life cycle
• Make chemistry FAIR – mapping the landscape of
standards, databases/repositories and data policies
• FAIR data gap analysis
contact@fairsharing.org
@FAIRsharing_org
fairsharing.org/communities
Philippe Rocca-Serra, PhD
Senior Research Lecturer
Alejandra
Gonzalez-Beltran, PhD
Research Lecturer
Massimiliano Izzo, PhD
Research Software Engineer
Peter McQuilton, PhD
Project Coordinator/Knowledge Engineer
Allyson Lister, PhD
Knowledge Engineer
David Johnson, PhD
Research Software
Engineer
Melanie Adekale, PhD
Biocurator Contractor
Delphine Dauga, PhD
Biocurator Contractor
Susanna-Assunta
Sansone, PhD
Associate Professor,
Associate Director
Ramon Granell
Research Software and
Knowledge Engineer
Dominique Batista
Research Software and
Knowledge Engineer
Milo Thurston, PhD
Research Software Engineer
Standard developing groups, incl:Journal, publishers, incl:
Cross-links, data exchange, incl:
Societies and organisations, incl: Institutional RDM services, incl:
Projects, programmes:
FAIRmetrics.org
Working with the community

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FAIRsharing presentation to IUPAC Workshop

  • 1. Peter McQuilton, PhD https://fairsharing.org @fairsharing_org @drosophilic Describing and linking standards, databases and policies across the natural sciences
  • 2. A web-based, curated, and searchable portal that monitors the development and evolution of standards, across all disciplines, inter-related to databases/repositories and data policies Making Standards, Databases and Policies FAIR
  • 3. Metadata standards and identifiers Formats Terminologies Guidelines Data policies by funders, journals and other organizations Databases – repositories and knowledgebases Identifiers Mapping a complex and evolving landscape… Models/Formats = Conceptual model, conceptual schema, exchange formats Terminologies = ontologies, Controlled vocabularies, thesauri, etc. Guidelines = Minimum information reporting requirements, checklists Identifiers = unambiguous, persistent and context-independent identifier schema
  • 4. 270 48 23 2 97 87 4 204 9 6 8 Ready for use, implementation, or recommendation In development Status uncertain Deprecated as subsumed or superseded All records are manually curated in-house and verified by the community behind each resource Community verified status indicators
  • 5.
  • 6. MIBBI  BioSharing  FAIRsharing Portal and Foundry • Bias towards the life sciences (9 years) • Grown organically with the community • All data is CC-BY-SA 4.0 • Every record has a change log and receives a DOI • Accessible by website or API
  • 7.
  • 8.
  • 10. Collections group together one or more types of resource by domain, project or organization. Recommendations are a core-set of resources that are selected and recommended by a funder or journal data policy. Grouping the data
  • 11.
  • 12. Data Policy Visualizing the relationships between data…
  • 13. • FAIRsharing guides consumers, accelerating discovery, selection and use of relevant repositories, standards and data policies with confidence. • FAIRsharing increases producer satisfaction, in terms of visibility, reuse, adoption and citations of their resources. Marek (data manager): • Consults FAIRsharing when creating a data management plan to identify the most appropriate reporting guidelines, formats and terminologies for his data types, and formally cites these community standards using their DOIs and the ‘how to cite this record’ statements provided for each resource. Carla (researcher): • Searches FAIRsharing to identify an established repository, recognized by the journal she plans to submit to • Identifies which standards are used by the repositories she will submit to Hagen (biocurator): • Searches FAIRsharing for suitable standards to describe a set of biomedical experiments • Filters the results by disciplines, focussing on standards implemented by one or more data repositories. • Finds the details of a person or support group to contact. Beatriz (standards developer and repository manager): • Creates and maintains a collection to list and showcase the set of standards and repositories developed by the organizations she is the representative of • Registers the standards/repositories and/or claims existing records added by the FAIRsharing team, vetting • She uses the DOIs assigned to her records to cite the evidence of their adoption and use. Laura (policy maker): • Registers her journal’s data policy in FAIRsharing, • Creaties and maintains an interrelated list of the repositories and standards she recommends to the authors. • She keeps her data policy up-to-date using visualization and comparison functionalities. Jen (librarian): • Uses FAIRsharing to enrich educational and training material to support scholars to utilize data standards • Identifies appropriate journal and funder policies, and develops guidance to increase capability and skills, and empowers researchers to organize and make their data FAIR. How can FAIRsharing help you?
  • 14. Making things FAIR FAIRmetrics.org https://github.com/FAIRMetrics NIH Data Commons FAIR assessment insignia FAIRsharing record metadataFunded work on: • Finding and citing FAIR objects • FAIR assessment • FAIR insignia • Training materials on FAIR 1. 3. http://commonfund.nih.gov/commons ELIXIR Core Data Resource FAIRness Implementation study 2.
  • 15. FAIR Data Strand - Workshop • Developing a FAIR data guidance tool • Personas – researcher, cheminformatician, journal editor, data manager… • What do you need to make data FAIR for you? • Where are the crunch points in the data life cycle • Make chemistry FAIR – mapping the landscape of standards, databases/repositories and data policies • FAIR data gap analysis
  • 16. contact@fairsharing.org @FAIRsharing_org fairsharing.org/communities Philippe Rocca-Serra, PhD Senior Research Lecturer Alejandra Gonzalez-Beltran, PhD Research Lecturer Massimiliano Izzo, PhD Research Software Engineer Peter McQuilton, PhD Project Coordinator/Knowledge Engineer Allyson Lister, PhD Knowledge Engineer David Johnson, PhD Research Software Engineer Melanie Adekale, PhD Biocurator Contractor Delphine Dauga, PhD Biocurator Contractor Susanna-Assunta Sansone, PhD Associate Professor, Associate Director Ramon Granell Research Software and Knowledge Engineer Dominique Batista Research Software and Knowledge Engineer Milo Thurston, PhD Research Software Engineer
  • 17. Standard developing groups, incl:Journal, publishers, incl: Cross-links, data exchange, incl: Societies and organisations, incl: Institutional RDM services, incl: Projects, programmes: FAIRmetrics.org Working with the community