Projects per year
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 language | English |
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Title of host publication | ISWC-DC 2021 ISWC 2021 Doctoral Consortium |
Subtitle of host publication | Proceedings 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) |
Editors | Valentina Tamma, Miriam Fernandez, María Poveda-Villalón |
Publisher | CEUR-WS.org |
Pages | 41-48 |
Number of pages | 8 |
Publication status | Published - 2021 |
Event | 2021 Doctoral Consortium at International Semantic Web Conference, ISWC-DC 2021 - Virtual, New York, United States Duration: 25 Oct 2021 → … |
Publication series
Name | CEUR Workshop Proceedings |
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Publisher | CEUR-ws |
Volume | 3005 |
ISSN (Print) | 1613-0073 |
Conference
Conference | 2021 Doctoral Consortium at International Semantic Web Conference, ISWC-DC 2021 |
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Country/Territory | United States |
City | Virtual, New York |
Period | 25/10/21 → … |
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.
Funders | Funder number |
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Nederlandse Organisatie voor Wetenschappelijk Onderzoek | 184.035.014 |
Nederlandse Organisatie voor Wetenschappelijk Onderzoek |
Keywords
- FAIR principles
- Linked data
- Metadata enrichment
- Ontology
- RDF mapping language
- Restricted data
- Semantic search
Fingerprint
Dive into the research topics of 'Connecting the dots: Transparent FAIRification of restricted data'. Together they form a unique fingerprint.Projects
- 1 Finished
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Open Data Infrastructure for Social Science and Economic Innovations
van Ossenbruggen, J., Martorana, M., Siebes, R. M., Beretta, E. & Kuhn, T.
1/09/20 → 31/08/24
Project: Research