Ontologies and Data Management: A Brief Survey

Information systems have to deal with an increasing amount of data that is heterogeneous, unstructured, or incomplete. In order to align and complete data, systems may rely on taxonomies and background knowledge that are provided in the form of an ontology. This survey gives an overview of research...

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Detalles Bibliográficos
Autores principales: Schneider, Thomas, Šimkus, Mantas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2020
Materias:
Technical Contribution
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7497697/
https://www.ncbi.nlm.nih.gov/pubmed/32999532
http://dx.doi.org/10.1007/s13218-020-00686-3
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author Schneider, Thomas
Šimkus, Mantas
author_facet Schneider, Thomas
Šimkus, Mantas
author_sort Schneider, Thomas
collection PubMed
description Information systems have to deal with an increasing amount of data that is heterogeneous, unstructured, or incomplete. In order to align and complete data, systems may rely on taxonomies and background knowledge that are provided in the form of an ontology. This survey gives an overview of research work on the use of ontologies for accessing incomplete and/or heterogeneous data.
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spelling pubmed-74976972020-09-28 Ontologies and Data Management: A Brief Survey Schneider, Thomas Šimkus, Mantas Kunstliche Intell (Oldenbourg) Technical Contribution Information systems have to deal with an increasing amount of data that is heterogeneous, unstructured, or incomplete. In order to align and complete data, systems may rely on taxonomies and background knowledge that are provided in the form of an ontology. This survey gives an overview of research work on the use of ontologies for accessing incomplete and/or heterogeneous data. Springer Berlin Heidelberg 2020-08-13 2020 /pmc/articles/PMC7497697/ /pubmed/32999532 http://dx.doi.org/10.1007/s13218-020-00686-3 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Technical Contribution
Schneider, Thomas
Šimkus, Mantas
Ontologies and Data Management: A Brief Survey
title Ontologies and Data Management: A Brief Survey
title_full Ontologies and Data Management: A Brief Survey
title_fullStr Ontologies and Data Management: A Brief Survey
title_full_unstemmed Ontologies and Data Management: A Brief Survey
title_short Ontologies and Data Management: A Brief Survey
title_sort ontologies and data management: a brief survey
topic Technical Contribution
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7497697/
https://www.ncbi.nlm.nih.gov/pubmed/32999532
http://dx.doi.org/10.1007/s13218-020-00686-3
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