Reviewing the problem of learning non-taxonomic relationships of ontologies from text

Detalhes bibliográficos
Autor(a) principal: Serra, Ivo
Data de Publicação: 2012
Outros Autores: Girardi, Rosário, Novais, Paulo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/26560
Resumo: Learning Non-Taxonomic Relationships is a sub-field of Ontology Learning that aims at automating the extraction of these relationships from text. This article discusses the problem of Learning Non-Taxonomic Relationships of ontologies and proposes a generic process for approaching it. Some techniques representing the state of the art of this field are discussed along with their advantages and limitations. Finally, a framework for Learning Non- Taxonomic Relationships being developed by the authors is briefly discussed. This framework intends to be a customizable solution to reach good effectiveness in the process of extraction of non-taxonomic relationships according to the characteristics of the corpus.
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spelling Reviewing the problem of learning non-taxonomic relationships of ontologies from textOntologyOntology learningNon-taxonomic relationshipsNatural Language ProcessingScience & TechnologyLearning Non-Taxonomic Relationships is a sub-field of Ontology Learning that aims at automating the extraction of these relationships from text. This article discusses the problem of Learning Non-Taxonomic Relationships of ontologies and proposes a generic process for approaching it. Some techniques representing the state of the art of this field are discussed along with their advantages and limitations. Finally, a framework for Learning Non- Taxonomic Relationships being developed by the authors is briefly discussed. This framework intends to be a customizable solution to reach good effectiveness in the process of extraction of non-taxonomic relationships according to the characteristics of the corpus.This work is supported by CNPq, CAPES and FAPEMA, research funding agencies of the Brazilian government.World Scientific PublishingUniversidade do MinhoSerra, IvoGirardi, RosárioNovais, Paulo20122012-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/26560eng1793-351X10.1142/S1793351X12500080http://dx.doi.org/10.1142/S1793351X12500080info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:07:49Zoai:repositorium.sdum.uminho.pt:1822/26560Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:58:53.029428Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Reviewing the problem of learning non-taxonomic relationships of ontologies from text
title Reviewing the problem of learning non-taxonomic relationships of ontologies from text
spellingShingle Reviewing the problem of learning non-taxonomic relationships of ontologies from text
Serra, Ivo
Ontology
Ontology learning
Non-taxonomic relationships
Natural Language Processing
Science & Technology
title_short Reviewing the problem of learning non-taxonomic relationships of ontologies from text
title_full Reviewing the problem of learning non-taxonomic relationships of ontologies from text
title_fullStr Reviewing the problem of learning non-taxonomic relationships of ontologies from text
title_full_unstemmed Reviewing the problem of learning non-taxonomic relationships of ontologies from text
title_sort Reviewing the problem of learning non-taxonomic relationships of ontologies from text
author Serra, Ivo
author_facet Serra, Ivo
Girardi, Rosário
Novais, Paulo
author_role author
author2 Girardi, Rosário
Novais, Paulo
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Serra, Ivo
Girardi, Rosário
Novais, Paulo
dc.subject.por.fl_str_mv Ontology
Ontology learning
Non-taxonomic relationships
Natural Language Processing
Science & Technology
topic Ontology
Ontology learning
Non-taxonomic relationships
Natural Language Processing
Science & Technology
description Learning Non-Taxonomic Relationships is a sub-field of Ontology Learning that aims at automating the extraction of these relationships from text. This article discusses the problem of Learning Non-Taxonomic Relationships of ontologies and proposes a generic process for approaching it. Some techniques representing the state of the art of this field are discussed along with their advantages and limitations. Finally, a framework for Learning Non- Taxonomic Relationships being developed by the authors is briefly discussed. This framework intends to be a customizable solution to reach good effectiveness in the process of extraction of non-taxonomic relationships according to the characteristics of the corpus.
publishDate 2012
dc.date.none.fl_str_mv 2012
2012-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/26560
url http://hdl.handle.net/1822/26560
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1793-351X
10.1142/S1793351X12500080
http://dx.doi.org/10.1142/S1793351X12500080
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv World Scientific Publishing
publisher.none.fl_str_mv World Scientific Publishing
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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