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RDFIO: extending Semantic MediaWiki for interoperable biomedical data management

BACKGROUND: Biological sciences are characterised not only by an increasing amount but also the extreme complexity of its data. This stresses the need for efficient ways of integrating these data in a coherent description of biological systems. In many cases, biological data needs organization befor...

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Autores principales: Lampa, Samuel, Willighagen, Egon, Kohonen, Pekka, King, Ali, Vrandečić, Denny, Grafström, Roland, Spjuth, Ola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5584330/
https://www.ncbi.nlm.nih.gov/pubmed/28870259
http://dx.doi.org/10.1186/s13326-017-0136-y
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author Lampa, Samuel
Willighagen, Egon
Kohonen, Pekka
King, Ali
Vrandečić, Denny
Grafström, Roland
Spjuth, Ola
author_facet Lampa, Samuel
Willighagen, Egon
Kohonen, Pekka
King, Ali
Vrandečić, Denny
Grafström, Roland
Spjuth, Ola
author_sort Lampa, Samuel
collection PubMed
description BACKGROUND: Biological sciences are characterised not only by an increasing amount but also the extreme complexity of its data. This stresses the need for efficient ways of integrating these data in a coherent description of biological systems. In many cases, biological data needs organization before integration. This is not seldom a collaborative effort, and it is thus important that tools for data integration support a collaborative way of working. Wiki systems with support for structured semantic data authoring, such as Semantic MediaWiki, provide a powerful solution for collaborative editing of data combined with machine-readability, so that data can be handled in an automated fashion in any downstream analyses. Semantic MediaWiki lacks a built-in data import function though, which hinders efficient round-tripping of data between interoperable Semantic Web formats such as RDF and the internal wiki format. RESULTS: To solve this deficiency, the RDFIO suite of tools is presented, which supports importing of RDF data into Semantic MediaWiki, with metadata needed to export it again in the same RDF format, or ontology. Additionally, the new functionality enables mash-ups of automated data imports combined with manually created data presentations. The application of the suite of tools is demonstrated by importing drug discovery related data about rare diseases from Orphanet and acid dissociation constants from Wikidata. The RDFIO suite of tools is freely available for download via pharmb.io/project/rdfio. CONCLUSIONS: Through a set of biomedical demonstrators, it is demonstrated how the new functionality enables a number of usage scenarios where the interoperability of SMW and the wider Semantic Web is leveraged for biomedical data sets, to create an easy to use and flexible platform for exploring and working with biomedical data.
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spelling pubmed-55843302017-09-06 RDFIO: extending Semantic MediaWiki for interoperable biomedical data management Lampa, Samuel Willighagen, Egon Kohonen, Pekka King, Ali Vrandečić, Denny Grafström, Roland Spjuth, Ola J Biomed Semantics Software BACKGROUND: Biological sciences are characterised not only by an increasing amount but also the extreme complexity of its data. This stresses the need for efficient ways of integrating these data in a coherent description of biological systems. In many cases, biological data needs organization before integration. This is not seldom a collaborative effort, and it is thus important that tools for data integration support a collaborative way of working. Wiki systems with support for structured semantic data authoring, such as Semantic MediaWiki, provide a powerful solution for collaborative editing of data combined with machine-readability, so that data can be handled in an automated fashion in any downstream analyses. Semantic MediaWiki lacks a built-in data import function though, which hinders efficient round-tripping of data between interoperable Semantic Web formats such as RDF and the internal wiki format. RESULTS: To solve this deficiency, the RDFIO suite of tools is presented, which supports importing of RDF data into Semantic MediaWiki, with metadata needed to export it again in the same RDF format, or ontology. Additionally, the new functionality enables mash-ups of automated data imports combined with manually created data presentations. The application of the suite of tools is demonstrated by importing drug discovery related data about rare diseases from Orphanet and acid dissociation constants from Wikidata. The RDFIO suite of tools is freely available for download via pharmb.io/project/rdfio. CONCLUSIONS: Through a set of biomedical demonstrators, it is demonstrated how the new functionality enables a number of usage scenarios where the interoperability of SMW and the wider Semantic Web is leveraged for biomedical data sets, to create an easy to use and flexible platform for exploring and working with biomedical data. BioMed Central 2017-09-04 /pmc/articles/PMC5584330/ /pubmed/28870259 http://dx.doi.org/10.1186/s13326-017-0136-y Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Lampa, Samuel
Willighagen, Egon
Kohonen, Pekka
King, Ali
Vrandečić, Denny
Grafström, Roland
Spjuth, Ola
RDFIO: extending Semantic MediaWiki for interoperable biomedical data management
title RDFIO: extending Semantic MediaWiki for interoperable biomedical data management
title_full RDFIO: extending Semantic MediaWiki for interoperable biomedical data management
title_fullStr RDFIO: extending Semantic MediaWiki for interoperable biomedical data management
title_full_unstemmed RDFIO: extending Semantic MediaWiki for interoperable biomedical data management
title_short RDFIO: extending Semantic MediaWiki for interoperable biomedical data management
title_sort rdfio: extending semantic mediawiki for interoperable biomedical data management
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5584330/
https://www.ncbi.nlm.nih.gov/pubmed/28870259
http://dx.doi.org/10.1186/s13326-017-0136-y
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