Version V0.1

Comparison results of FAIR Evaluation tools

, Chang;, Vincent;, Michel

Description

We studied and compared three automated FAIRness evaluation tools namely F-UJI, the FAIR Evaluator, and FAIR Checker examining three aspects: 1) tool characteristics, 2) the evaluation metrics, and 3) metrics tests for three public datasets. We find significant differences in the evaluation results for tested resources, along with differences in the design, implementation, and documentation of the evaluation metrics and platforms. This data is the comparison results we summarized from the study. All results are reported in our manuscript. This data is the supplementary material of the manuscript.

Citations (0)

Mentions (0)

Metrics

Dataset Index

1.0

FAIR Score

79%

Citations

1

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Open Access

Assigned Domain

Subfield

Information Systems

Field

Computer Science

Domain

Physical Sciences

Confidence Score

99%

Source

Open Alex

Keywords

FAIR evaluatorFAIR principlesResearch data management·FAIR maturity indicators

Normalization Factors

FT

51.92

CTw

1.00

MTw

1.00