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SCALEUS-FD: A FAIR Data Tool for Biomedical Applications
The Semantic Web and Linked Data concepts and technologies have empowered the scientific community with solutions to take full advantage of the increasingly available distributed and heterogeneous data in distinct silos. Additionally, FAIR Data principles established guidelines for data to be Findab...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471816/ https://www.ncbi.nlm.nih.gov/pubmed/32908882 http://dx.doi.org/10.1155/2020/3041498 |
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author | Pereira, Arnaldo Lopes, Rui Pedro Oliveira, José Luís |
author_facet | Pereira, Arnaldo Lopes, Rui Pedro Oliveira, José Luís |
author_sort | Pereira, Arnaldo |
collection | PubMed |
description | The Semantic Web and Linked Data concepts and technologies have empowered the scientific community with solutions to take full advantage of the increasingly available distributed and heterogeneous data in distinct silos. Additionally, FAIR Data principles established guidelines for data to be Findable, Accessible, Interoperable, and Reusable, and they are gaining traction in data stewardship. However, to explore their full potential, we must be able to transform legacy solutions smoothly into the FAIR Data ecosystem. In this paper, we introduce SCALEUS-FD, a FAIR Data extension of a legacy semantic web tool successfully used for data integration and semantic annotation and enrichment. The core functionalities of the solution follow the Semantic Web and Linked Data principles, offering a FAIR REST API for machine-to-machine operations. We applied a set of metrics to evaluate its “FAIRness” and created an application scenario in the rare diseases domain. |
format | Online Article Text |
id | pubmed-7471816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-74718162020-09-08 SCALEUS-FD: A FAIR Data Tool for Biomedical Applications Pereira, Arnaldo Lopes, Rui Pedro Oliveira, José Luís Biomed Res Int Research Article The Semantic Web and Linked Data concepts and technologies have empowered the scientific community with solutions to take full advantage of the increasingly available distributed and heterogeneous data in distinct silos. Additionally, FAIR Data principles established guidelines for data to be Findable, Accessible, Interoperable, and Reusable, and they are gaining traction in data stewardship. However, to explore their full potential, we must be able to transform legacy solutions smoothly into the FAIR Data ecosystem. In this paper, we introduce SCALEUS-FD, a FAIR Data extension of a legacy semantic web tool successfully used for data integration and semantic annotation and enrichment. The core functionalities of the solution follow the Semantic Web and Linked Data principles, offering a FAIR REST API for machine-to-machine operations. We applied a set of metrics to evaluate its “FAIRness” and created an application scenario in the rare diseases domain. Hindawi 2020-08-26 /pmc/articles/PMC7471816/ /pubmed/32908882 http://dx.doi.org/10.1155/2020/3041498 Text en Copyright © 2020 Arnaldo Pereira et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Pereira, Arnaldo Lopes, Rui Pedro Oliveira, José Luís SCALEUS-FD: A FAIR Data Tool for Biomedical Applications |
title | SCALEUS-FD: A FAIR Data Tool for Biomedical Applications |
title_full | SCALEUS-FD: A FAIR Data Tool for Biomedical Applications |
title_fullStr | SCALEUS-FD: A FAIR Data Tool for Biomedical Applications |
title_full_unstemmed | SCALEUS-FD: A FAIR Data Tool for Biomedical Applications |
title_short | SCALEUS-FD: A FAIR Data Tool for Biomedical Applications |
title_sort | scaleus-fd: a fair data tool for biomedical applications |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471816/ https://www.ncbi.nlm.nih.gov/pubmed/32908882 http://dx.doi.org/10.1155/2020/3041498 |
work_keys_str_mv | AT pereiraarnaldo scaleusfdafairdatatoolforbiomedicalapplications AT lopesruipedro scaleusfdafairdatatoolforbiomedicalapplications AT oliveirajoseluis scaleusfdafairdatatoolforbiomedicalapplications |