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OntoGene web services for biomedical text mining

Text mining services are rapidly becoming a crucial component of various knowledge management pipelines, for example in the process of database curation, or for exploration and enrichment of biomedical data within the pharmaceutical industry. Traditional architectures, based on monolithic applicatio...

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Detalles Bibliográficos
Autores principales: Rinaldi, Fabio, Clematide, Simon, Marques, Hernani, Ellendorff, Tilia, Romacker, Martin, Rodriguez-Esteban, Raul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255746/
https://www.ncbi.nlm.nih.gov/pubmed/25472638
http://dx.doi.org/10.1186/1471-2105-15-S14-S6
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author Rinaldi, Fabio
Clematide, Simon
Marques, Hernani
Ellendorff, Tilia
Romacker, Martin
Rodriguez-Esteban, Raul
author_facet Rinaldi, Fabio
Clematide, Simon
Marques, Hernani
Ellendorff, Tilia
Romacker, Martin
Rodriguez-Esteban, Raul
author_sort Rinaldi, Fabio
collection PubMed
description Text mining services are rapidly becoming a crucial component of various knowledge management pipelines, for example in the process of database curation, or for exploration and enrichment of biomedical data within the pharmaceutical industry. Traditional architectures, based on monolithic applications, do not offer sufficient flexibility for a wide range of use case scenarios, and therefore open architectures, as provided by web services, are attracting increased interest. We present an approach towards providing advanced text mining capabilities through web services, using a recently proposed standard for textual data interchange (BioC). The web services leverage a state-of-the-art platform for text mining (OntoGene) which has been tested in several community-organized evaluation challenges, with top ranked results in several of them.
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spelling pubmed-42557462014-12-05 OntoGene web services for biomedical text mining Rinaldi, Fabio Clematide, Simon Marques, Hernani Ellendorff, Tilia Romacker, Martin Rodriguez-Esteban, Raul BMC Bioinformatics Research Text mining services are rapidly becoming a crucial component of various knowledge management pipelines, for example in the process of database curation, or for exploration and enrichment of biomedical data within the pharmaceutical industry. Traditional architectures, based on monolithic applications, do not offer sufficient flexibility for a wide range of use case scenarios, and therefore open architectures, as provided by web services, are attracting increased interest. We present an approach towards providing advanced text mining capabilities through web services, using a recently proposed standard for textual data interchange (BioC). The web services leverage a state-of-the-art platform for text mining (OntoGene) which has been tested in several community-organized evaluation challenges, with top ranked results in several of them. BioMed Central 2014-11-27 /pmc/articles/PMC4255746/ /pubmed/25472638 http://dx.doi.org/10.1186/1471-2105-15-S14-S6 Text en Copyright © 2014 Rinaldi et al.; licensee BioMed Central. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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 Research
Rinaldi, Fabio
Clematide, Simon
Marques, Hernani
Ellendorff, Tilia
Romacker, Martin
Rodriguez-Esteban, Raul
OntoGene web services for biomedical text mining
title OntoGene web services for biomedical text mining
title_full OntoGene web services for biomedical text mining
title_fullStr OntoGene web services for biomedical text mining
title_full_unstemmed OntoGene web services for biomedical text mining
title_short OntoGene web services for biomedical text mining
title_sort ontogene web services for biomedical text mining
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4255746/
https://www.ncbi.nlm.nih.gov/pubmed/25472638
http://dx.doi.org/10.1186/1471-2105-15-S14-S6
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