OSTrails FAIR Assessment - Conceptual Requirements

The creation of a FAIR benchmark by a community is dependent upon that community’s knowledge of its own (meta)data structures as well as its understanding of the FAIR principles themselves. While expertise of their own data structures is high, community knowledge of FAIR is generally lower. OSTrails has created this template document to gather narrative requirements as the first step in defining FAIR and creating a community FAIR benchmark. This document allows community representatives to define how each of the FAIR principles should be implemented for that community. The resulting narrative document can be used to create the conceptual components of the Assess-IF (benchmark and associated metrics).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-11
DOI
https://doi.org/10.5281/zenodo.17901311
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
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article

OSTrails FAIR Assessment - Conceptual Requirements

J. C. Shepherdson, Allyson Lister
Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

OSTrails FAIR Assessment - Conceptual Requirements

J. C. Shepherdson, Allyson Lister
article en

Abstract

The creation of a FAIR benchmark by a community is dependent upon that community’s knowledge of its own (meta)data structures as well as its understanding of the FAIR principles themselves. While expertise of their own data structures is high, community knowledge of FAIR is generally lower. OSTrails has created this template document to gather narrative requirements as the first step in defining FAIR and creating a community FAIR benchmark. This document allows community representatives to define how each of the FAIR principles should be implemented for that community. The resulting narrative document can be used to create the conceptual components of the Assess-IF (benchmark and associated metrics).

Zenodo (CERN European Organization for Nuclear Research)
University of Oxford (GB), Consortium of European Social Science Data Archives (NO)
Openalex Percentile: Top 20%
Research Data Management Practices
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