How FAIR can you get? Image Retrieval as a Use Case to calculate FAIR Metrics

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Weber, Tobias; Kranzlmüller, Dieter;
(2018)

A large number of services for research data management strive to adhere to the FAIR guiding principles for scientific data management and stewardship. To evaluate these services and to indicate possible improvements, use-case-centric metrics are needed as an addendum t... View more
  • References (31)
    31 references, page 1 of 4

    [1] P. Ayris, J. Berthou, R. Bruce, S. Lindstaedt, A. Monreale, B. Mons, Y. Murayama, C. So¨ derga˚rd, K. Tochtermann, and R. Wilkinson, “Realising the european open science cloud,” First report and recommendations of the Commission High Level Expert Group on the European Open Science Cloud, 2016.

    [2] L. Federer, “Research data management in the age of big data: Roles and opportunities for librarians,” Information Services & Use, vol. 36, no. 1-2, pp. 35-43, 2016.

    [3] M. D. Wilkinson, M. Dumontier, I. J. Aalbersberg, G. Appleton, M. Axton, A. Baak, N. Blomberg, J.-W. Boiten, L. B. da Silva Santos, P. E. Bourne et al., “The FAIR Guiding Principles for scientific data management and stewardship,” Scientific data, vol. 3, 2016.

    [4] S. Cox and J. Yu, “ OzNome 5-start Tool: A Rating System for making data FAIR and Trustable (presentation given at the 2017 eResearch Australasia Conference),” Oct. 2017. [Online]. Available: https://conference.eresearch.edu.au/wp-content/uploads/2017/ 07/Simon-Cox.pdf

    [5] M. D. Wilkinson, S.-A. Sansone, E. Schultes, P. Doorn, L. O. Bonino da Silva Santos, and M. Dumontier, “A design framework and exemplar metrics for fairness,” bioRxiv, 2017. [Online]. Available: https://www.biorxiv.org/content/early/2017/12/01/225490

    [6] M. Wilkinson, L. O. Bonino, N. Nichols, and K. Leinweber, “FAIRMetrics/Metrics: Proposed FAIR Metrics and results of the Metrics evaluation questionnaire,” Mar. 2018. [Online]. Available: https://doi.org/10.5281/zenodo.1205235

    [7] J. Boehmer, A. Dunning, and M. de Smaele, Are the FAIR Data Principles fair?, 1 2017.

    [8] --, “Evaluation of data repositories based on the FAIR Principles for IDCC 2017 practice paper,” http://dx.doi.org/10.4121/uuid: 5146dd06-98e4-426c-9ae5-dc8fa65c549f.

    [9] M. D. Wilkinson, R. Verborgh, L. O. Bonino da Silva Santos, T. Clark, M. A. Swertz, F. D. Kelpin, A. J. Gray, E. A. Schultes, E. M. van Mulligen, P. Ciccarese, A. Kuzniar, A. Gavai, M. Thompson, R. Kaliyaperumal, J. T. Bolleman, and M. Dumontier, “Interoperability and fairness through a novel combination of web technologies,” PeerJ Computer Science, vol. 3, p. e110, Apr. 2017. [Online]. Available: https://doi.org/10.7717/peerj-cs.110

    [10] Members of the RDA Research Data Repository Interoperability Working Group, “Research data repository interoperability primer,” jun 2017, This document is a Research Data Alliance Supporting Output. [Online]. Available: https://doi.org/10.15497/RDA00020

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