Cargando…

Evolution of biomedical ontologies and mappings: Overview of recent approaches

Biomedical ontologies are heavily used to annotate data, and different ontologies are often interlinked by ontology mappings. These ontology-based mappings and annotations are used in many applications and analysis tasks. Since biomedical ontologies are continuously updated dependent artifacts can b...

Descripción completa

Detalles Bibliográficos
Autores principales: Groß, Anika, Pruski, Cédric, Rahm, Erhard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5018063/
https://www.ncbi.nlm.nih.gov/pubmed/27642503
http://dx.doi.org/10.1016/j.csbj.2016.08.002
_version_ 1782452851717439488
author Groß, Anika
Pruski, Cédric
Rahm, Erhard
author_facet Groß, Anika
Pruski, Cédric
Rahm, Erhard
author_sort Groß, Anika
collection PubMed
description Biomedical ontologies are heavily used to annotate data, and different ontologies are often interlinked by ontology mappings. These ontology-based mappings and annotations are used in many applications and analysis tasks. Since biomedical ontologies are continuously updated dependent artifacts can become outdated and need to undergo evolution as well. Hence there is a need for largely automated approaches to keep ontology-based mappings up-to-date in the presence of evolving ontologies. In this article, we survey current approaches and novel directions in the context of ontology and mapping evolution. We will discuss requirements for mapping adaptation and provide a comprehensive overview on existing approaches. We will further identify open challenges and outline ideas for future developments.
format Online
Article
Text
id pubmed-5018063
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher Research Network of Computational and Structural Biotechnology
record_format MEDLINE/PubMed
spelling pubmed-50180632016-09-16 Evolution of biomedical ontologies and mappings: Overview of recent approaches Groß, Anika Pruski, Cédric Rahm, Erhard Comput Struct Biotechnol J Short Survey Biomedical ontologies are heavily used to annotate data, and different ontologies are often interlinked by ontology mappings. These ontology-based mappings and annotations are used in many applications and analysis tasks. Since biomedical ontologies are continuously updated dependent artifacts can become outdated and need to undergo evolution as well. Hence there is a need for largely automated approaches to keep ontology-based mappings up-to-date in the presence of evolving ontologies. In this article, we survey current approaches and novel directions in the context of ontology and mapping evolution. We will discuss requirements for mapping adaptation and provide a comprehensive overview on existing approaches. We will further identify open challenges and outline ideas for future developments. Research Network of Computational and Structural Biotechnology 2016-08-26 /pmc/articles/PMC5018063/ /pubmed/27642503 http://dx.doi.org/10.1016/j.csbj.2016.08.002 Text en © 2016 Natrix Separations http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Short Survey
Groß, Anika
Pruski, Cédric
Rahm, Erhard
Evolution of biomedical ontologies and mappings: Overview of recent approaches
title Evolution of biomedical ontologies and mappings: Overview of recent approaches
title_full Evolution of biomedical ontologies and mappings: Overview of recent approaches
title_fullStr Evolution of biomedical ontologies and mappings: Overview of recent approaches
title_full_unstemmed Evolution of biomedical ontologies and mappings: Overview of recent approaches
title_short Evolution of biomedical ontologies and mappings: Overview of recent approaches
title_sort evolution of biomedical ontologies and mappings: overview of recent approaches
topic Short Survey
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5018063/
https://www.ncbi.nlm.nih.gov/pubmed/27642503
http://dx.doi.org/10.1016/j.csbj.2016.08.002
work_keys_str_mv AT großanika evolutionofbiomedicalontologiesandmappingsoverviewofrecentapproaches
AT pruskicedric evolutionofbiomedicalontologiesandmappingsoverviewofrecentapproaches
AT rahmerhard evolutionofbiomedicalontologiesandmappingsoverviewofrecentapproaches