This document introduces the FAIR principles for scientific data management. It defines each component of FAIR: Findable, Accessible, Interoperable, and Reusable. For each component, it lists several guidelines for making data fair. For example, for Findable data should have globally unique and persistent identifiers and be described with rich metadata. The document was created by the Australian Research Data Commons (ARDC) to explain their focus on applying the FAIR principles to research data. It provides references and resources for learning more about FAIR data practices.
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Introduction to FAIR principles - for impact and reuse of research data
1. An Introduction to
the FAIR Principles
Created by: Dr Tom Honeyman
V2 Dr Richard Ferrers, ARDC
Tom Honeyman, NSW Data Consultant
Richard Ferrers, Vic Data Analyst
2. Who are the ARDC?
https://ardc.edu.au/about_us/
Five year Strategy
3.
4. Why FAIR? Impact and reuse of data
NCRIS Principle
(p.23, Dept of Education 2018 NCRIS Guidelines)
- data generated, created, captured or stored
by NCRIS funded projects will be made
available to the wider research community
based on the F.A.I.R. principles, appropriately
implemented for individual research
communities.
5. Key ARDC FAIR Resources
• Search our site
• FAIR self-assessment tool
• FAIR training
• Why make data FAIR?
• Prior ANDS FAIR resources
Follow image link for credit.
6. F. A. I. R.
“The FAIR Guiding Principles for
scientific data management and
stewardship” https://
www.nature.com/articles/
sdata201618
“FORCE11 FAIR Principles”
https://www.force11.org/
group/fairgroup/fairprinciples
Findable
Accessible
Interoperable
Reusable
7. F. A. I. R.
F1. (meta)data are
assigned a globally unique and
eternally persistent identifier.
F2. data are described
with rich metadata.
F3. (meta)data
are registered or indexed in a
searchable resource.
F4. metadata specify the data
identifier.
Findable
Accessible
Interoperable
Reusable
8. F. A. I. R.
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.
Findable
Accessible
Interoperable
Reusable
9. F. A. I. R.
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.
Findable
Accessible
Interoperable
Reusable
10. F. A. I. R.
R1. (meta)data have 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 their provenance.
R1.3. (meta)data meet domain-
relevant community standards.
Findable
Accessible
Interoperable
Reusable