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FAIRsFAIR Data Object Assessment Metrics

Authors: Devaraju, Anusuriya; Huber, Robert; Mokrane, Mustapha; Herterich, Patricia; Cepinskas, Linas; de Vries, Jerry; L'Hours, Herve; +2 Authors

FAIRsFAIR Data Object Assessment Metrics

Abstract

This specification (v0.3) contains 15 metrics proposed by FAIRsFAIR to evaluate the FAIRness of research data objects in Trustworthy Digital Repositories (TDRs). We improved the metrics based on a focus group's feedback and the RDA-endorsed FAIR data maturity model guidelines and specification. A total of 33 FAIR stakeholders, such as research communities, data service providers, standard bodies, and coordination fora participated in the focus group. In its current form, the specification applies metrics that may correspond to all or part of one or more FAIR principles. We will refine and revise the metrics through several iterations based on feedback from stakeholders interested in FAIR, and on implementation of our use cases to demonstrate FAIR assessment. The assessment focuses on generally applicable data/metadata characteristics until domain/community-driven criteria have been agreed (e.g., appropriate schemas and required elements for usage/access control). FAIR enabling services and repositories are vital to ensure that research data objects remain FAIR over time. Machine-readable services (e.g., registries) and documents (e.g., policies) are required to enable proposed automated tests. Corrigendum Footnote 6 This should read: Research Data Journal - FAIR Data Review, https://docs.google.com/forms/d/e/1FAIpQLSd8_pd2r2SnjCVfCC3CHhEUHZzv2MTRC3RTh0S2YTvbVJj87Q/viewform Footnote 7 This should read: https://docs.google.com/forms/d/e/1FAIpQLSf7t1Z9IOBoj5GgWqik8KnhtH3B819Ch6lD5KuAz7yn0I0Opw/viewformm

We are seeking wide feedback on the object metrics which will inform discussions and further work within FAIRsFAIR as well as collaborations with other relevant projects. Comments and suggestions can be added until 09.10.2020 here.

Country
Netherlands
Keywords

FAIR Principles, CoreTrustSeal, Object Assessment, Metrics, FAIR Metrics, Research Data

1 Data sources, page 1 of 1
  • BIP!
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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    17
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
    OpenAIRE UsageCounts
    Usage byUsageCounts
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    download downloads 483
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visibility
download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
17
Top 10%
Top 10%
Top 10%
1K
483
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