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Dimension | Key notions |
FAIR data | Data, metadata, data products, cf existing models |
FAIR leadership | Types of leadership necessary for FAIR implementation |
FAIR strategyNow, the next FAIR stage and how to get there | Approaches to implement FAIR data principles, use and business cases |
FAIR roles | What kind of (human) roles are necessary for implementation of FAIR data principlesProcesses for FAIR to implement FAIR |
FAIR processes | Which processes must we explicitly implement |
FAIR knowledge | What needs to be known (by humans and machines) for FAIR implementation |
FAIR tools and infrastructures | From persistent identifiers to controlled vocabularies to semantic models |
Table - The
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seven dimensions of the FAIR Maturity Matrix.
Combining all these factors is required to describe a given maturity level. It is also possible for organizations to reach various levels at a given point depending on the granularity (e.g. ecosystem/ enterprise/sector/department, etc.) considered. It is also possible for maturity to be not completely in sync for all dimensions. While FAIR implementation journeys may be similar, they are very context-dependent: the various dimensions intend to provide a broad frame to describe the situation accurately.
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