WordNet based Multilingual Text Categorization

Detalhes bibliográficos
Autor(a) principal: Amine, Bentaallah Mohamed
Data de Publicação: 2007
Outros Autores: Mimoun, Malki
Tipo de documento: Artigo
Idioma: eng
Título da fonte: INFOCOMP: Jornal de Ciência da Computação
Texto Completo: https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/195
Resumo: This article is essentially dedicated to the problem of Multilingual Text Categorization, that consists in classifying documents in different languages according to the same classification tree. The proposed approach is based on the idea to spread the utilization of WordNet in Text Categorization towards Multilingual Text Categorization. Experimental results of the bi-lingual classification of the ILO corpus (with the documents in English and Spanish) show that the idea we describe are promising and deserve further investigation.
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spelling WordNet based Multilingual Text CategorizationMultilingualText CategorizationWordNetILO corpusReuters-21578This article is essentially dedicated to the problem of Multilingual Text Categorization, that consists in classifying documents in different languages according to the same classification tree. The proposed approach is based on the idea to spread the utilization of WordNet in Text Categorization towards Multilingual Text Categorization. Experimental results of the bi-lingual classification of the ILO corpus (with the documents in English and Spanish) show that the idea we describe are promising and deserve further investigation.Editora da UFLA2007-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://infocomp.dcc.ufla.br/index.php/infocomp/article/view/195INFOCOMP Journal of Computer Science; Vol. 6 No. 4 (2007): December, 2007; 52-591982-33631807-4545reponame:INFOCOMP: Jornal de Ciência da Computaçãoinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttps://infocomp.dcc.ufla.br/index.php/infocomp/article/view/195/180Copyright (c) 2016 INFOCOMP Journal of Computer Scienceinfo:eu-repo/semantics/openAccessAmine, Bentaallah MohamedMimoun, Malki2015-06-27T23:26:57Zoai:infocomp.dcc.ufla.br:article/195Revistahttps://infocomp.dcc.ufla.br/index.php/infocompPUBhttps://infocomp.dcc.ufla.br/index.php/infocomp/oaiinfocomp@dcc.ufla.br||apfreire@dcc.ufla.br1982-33631807-4545opendoar:2024-05-21T19:54:23.611689INFOCOMP: Jornal de Ciência da Computação - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv WordNet based Multilingual Text Categorization
title WordNet based Multilingual Text Categorization
spellingShingle WordNet based Multilingual Text Categorization
Amine, Bentaallah Mohamed
Multilingual
Text Categorization
WordNet
ILO corpus
Reuters-21578
title_short WordNet based Multilingual Text Categorization
title_full WordNet based Multilingual Text Categorization
title_fullStr WordNet based Multilingual Text Categorization
title_full_unstemmed WordNet based Multilingual Text Categorization
title_sort WordNet based Multilingual Text Categorization
author Amine, Bentaallah Mohamed
author_facet Amine, Bentaallah Mohamed
Mimoun, Malki
author_role author
author2 Mimoun, Malki
author2_role author
dc.contributor.author.fl_str_mv Amine, Bentaallah Mohamed
Mimoun, Malki
dc.subject.por.fl_str_mv Multilingual
Text Categorization
WordNet
ILO corpus
Reuters-21578
topic Multilingual
Text Categorization
WordNet
ILO corpus
Reuters-21578
description This article is essentially dedicated to the problem of Multilingual Text Categorization, that consists in classifying documents in different languages according to the same classification tree. The proposed approach is based on the idea to spread the utilization of WordNet in Text Categorization towards Multilingual Text Categorization. Experimental results of the bi-lingual classification of the ILO corpus (with the documents in English and Spanish) show that the idea we describe are promising and deserve further investigation.
publishDate 2007
dc.date.none.fl_str_mv 2007-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/195
url https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/195
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/195/180
dc.rights.driver.fl_str_mv Copyright (c) 2016 INFOCOMP Journal of Computer Science
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2016 INFOCOMP Journal of Computer Science
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Editora da UFLA
publisher.none.fl_str_mv Editora da UFLA
dc.source.none.fl_str_mv INFOCOMP Journal of Computer Science; Vol. 6 No. 4 (2007): December, 2007; 52-59
1982-3363
1807-4545
reponame:INFOCOMP: Jornal de Ciência da Computação
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str INFOCOMP: Jornal de Ciência da Computação
collection INFOCOMP: Jornal de Ciência da Computação
repository.name.fl_str_mv INFOCOMP: Jornal de Ciência da Computação - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv infocomp@dcc.ufla.br||apfreire@dcc.ufla.br
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