The FAIR principles
Overview
Teaching: 60 min
Exercises: 30 minQuestions
Objectives
O1.
O2.
O3.
Table of contents
FAIR definitions
Get the highest score at the FAIR game (5min video)
Detailed defintions
- Findable:
- F1. (Meta)data are assigned a globally unique and persistent identifier
- F2. Data are described with rich metadata (defined by R1 below)
- F3. Metadata clearly and explicitly include the identifier of the data they describe
- F4. (Meta)data are registered or indexed in a searchable resource
- Accessible:
- A1. (Meta)data are retrievable by their identifier using a standardised communications protocol
- A1.1 The protocol is open, free, and universally implementable
- A1.2 The protocol allows for an authentication and authorisation procedure, where necessary
- A2. Metadata are accessible, even when the data are no longer available
- A1. (Meta)data are retrievable by their identifier using a standardised communications protocol
- 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
- R1. (Meta)data are richly described with a plurality of accurate and relevant attributes
Findable
Accessible
Question Can you think of research data that should be accessible but not open?
Solution
Think about medical data for example. They should be accessible (“ a clinical dataset on patient 12345 exists”) but not open
Interoperable
Reusable
Key Points
K1.