Connecting the dots: Transparent FAIRification of restricted data

Margherita Martorana*

*Corresponding author for this work

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

In the age of information technology and Linked Data, the importance of creating transparent infrastructures for management and exchange of data have emerged to play a focal role for the development of new open research. The FAIR guiding principles have been introduced to advise in the improvement of Findable, Accessible, Interoperable and Reusable technical resources, but the literature is still lacking of practical guidelines for the management and digitization of sensitive and restricted data. The purpose of this research is to introduce new insights aimed at the exploration and discovery of restricted data-sets. The methodology sets out by creating a model for FAIR metadata architecture, which will later be used for automatic ingestion of external restricted data-set files, as well metadata enrichment. Quantitatively and qualitatively evaluations will be performed to assess the workflow, which will later be implemented in the data-set’s search engine. Initial results of the metadata ingestion and enrichment are presented as the RML mapper rules and the OPL ontology, respectively.

Original languageEnglish
Title of host publicationISWC-DC 2021 ISWC 2021 Doctoral Consortium
Subtitle of host publicationProceedings of the Doctoral Consortium at ISWC 2021 co-located with 20th International Semantic Web Conference (ISWC 2021) New York, United States, 25 October 2021 (Virtually hosted)
EditorsValentina Tamma, Miriam Fernandez, María Poveda-Villalón
PublisherCEUR-WS.org
Pages41-48
Number of pages8
Publication statusPublished - 2021
Event2021 Doctoral Consortium at International Semantic Web Conference, ISWC-DC 2021 - Virtual, New York, United States
Duration: 25 Oct 2021 → …

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR-ws
Volume3005
ISSN (Print)1613-0073

Conference

Conference2021 Doctoral Consortium at International Semantic Web Conference, ISWC-DC 2021
Country/TerritoryUnited States
CityVirtual, New York
Period25/10/21 → …

Bibliographical note

Funding Information:
Considerable work is needed to gain access to restricted data-sets from providers such as CBS, and a great focus is indeed necessary to guarantee the confidentiality and effectiveness of the model. Notwithstanding these limitation, the aim of this study is to strengthens the importance of metadata and application of the FAIR principles as solutions to restricted data-sets search, and although it focuses on the field of social science, the findings may well have significant implications in other scientific communities. Acknowledgements. This project is funded by the Netherlands Organisation of Scientific Research (NWO), ODISSEI Roadmap project: 184.035.014. Furthermore, I would like to thank Jacco van Ossenbruggen, Tobias Kuhn and Ronald Siebes for the help and support needed for the success of this research and its future endeavors.

Publisher Copyright:
Copyright © 2021 for this paper by its authors.

Funding

Considerable work is needed to gain access to restricted data-sets from providers such as CBS, and a great focus is indeed necessary to guarantee the confidentiality and effectiveness of the model. Notwithstanding these limitation, the aim of this study is to strengthens the importance of metadata and application of the FAIR principles as solutions to restricted data-sets search, and although it focuses on the field of social science, the findings may well have significant implications in other scientific communities. Acknowledgements. This project is funded by the Netherlands Organisation of Scientific Research (NWO), ODISSEI Roadmap project: 184.035.014. Furthermore, I would like to thank Jacco van Ossenbruggen, Tobias Kuhn and Ronald Siebes for the help and support needed for the success of this research and its future endeavors.

FundersFunder number
Nederlandse Organisatie voor Wetenschappelijk Onderzoek184.035.014
Nederlandse Organisatie voor Wetenschappelijk Onderzoek

    Keywords

    • FAIR principles
    • Linked data
    • Metadata enrichment
    • Ontology
    • RDF mapping language
    • Restricted data
    • Semantic search

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