Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System

This paper introduces techniques to integrate WordNet into a Fuzzy Logic Programming system. Since WordNet relates words but does not give graded information on the relation between them, we have implemented standard similarity measures and new directives allowing the proximity equations linking two...

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Detalhes bibliográficos
Autores: Pascual, Julián_Iranzo, Sáenz Pérez, Fernando
Tipo de documento: artigo
Data de publicação:2021
País:España
Recursos:Universidad Complutense de Madrid (UCM)
Repositório:Docta Complutense
Idioma:inglês
OAI Identifier:oai:docta.ucm.es:20.500.14352/114018
Acesso em linha:https://hdl.handle.net/20.500.14352/114018
Access Level:Acceso aberto
Palavra-chave:Fuzzy Logic Programming
WordNet
Proximity Equations
System Implementation
Lenguajes de programación
1203.23 Lenguajes de Programación
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spelling Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming SystemPascual, Julián_IranzoSáenz Pérez, FernandoFuzzy Logic ProgrammingWordNetProximity EquationsSystem ImplementationLenguajes de programación1203.23 Lenguajes de ProgramaciónThis paper introduces techniques to integrate WordNet into a Fuzzy Logic Programming system. Since WordNet relates words but does not give graded information on the relation between them, we have implemented standard similarity measures and new directives allowing the proximity equations linking two words to be generated with an approximation degree. Proximity equations are the key syntactic structures which, in addition to a weak unification algorithm, make a flexible query-answering process possible in this kind of programming language. This addition widens the scope of Fuzzy Logic Programming, allowing certain forms of lexical reasoning, and reinforcing Natural Language Processing applications.Cambridge University PressUniversidad Complutense de Madrid20212021-03-0120212021-03-01journal articlehttp://purl.org/coar/resource_type/c_6501AOhttp://purl.org/coar/version/c_b1a7d7d4d402bcceinfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/20.500.14352/114018reponame:Docta Complutenseinstname:Universidad Complutense de Madrid (UCM)InglésengAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2019-104735RB-C42 ANALYSIS AND VALIDATION OF SOFTWARE AND WEB RESOURCESopen accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessoai:docta.ucm.es:20.500.14352/1140182026-06-02T12:44:21Z
dc.title.none.fl_str_mv Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
title Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
spellingShingle Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
Pascual, Julián_Iranzo
Fuzzy Logic Programming
WordNet
Proximity Equations
System Implementation
Lenguajes de programación
1203.23 Lenguajes de Programación
title_short Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
title_full Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
title_fullStr Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
title_full_unstemmed Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
title_sort Implementing WordNet Measures of Lexical Semantic Similarity in a Fuzzy Logic Programming System
dc.creator.none.fl_str_mv Pascual, Julián_Iranzo
Sáenz Pérez, Fernando
author Pascual, Julián_Iranzo
author_facet Pascual, Julián_Iranzo
Sáenz Pérez, Fernando
author_role author
author2 Sáenz Pérez, Fernando
author2_role author
dc.contributor.none.fl_str_mv Universidad Complutense de Madrid
dc.subject.none.fl_str_mv Fuzzy Logic Programming
WordNet
Proximity Equations
System Implementation
Lenguajes de programación
1203.23 Lenguajes de Programación
topic Fuzzy Logic Programming
WordNet
Proximity Equations
System Implementation
Lenguajes de programación
1203.23 Lenguajes de Programación
description This paper introduces techniques to integrate WordNet into a Fuzzy Logic Programming system. Since WordNet relates words but does not give graded information on the relation between them, we have implemented standard similarity measures and new directives allowing the proximity equations linking two words to be generated with an approximation degree. Proximity equations are the key syntactic structures which, in addition to a weak unification algorithm, make a flexible query-answering process possible in this kind of programming language. This addition widens the scope of Fuzzy Logic Programming, allowing certain forms of lexical reasoning, and reinforcing Natural Language Processing applications.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-03-01
2021
2021-03-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
AO
http://purl.org/coar/version/c_b1a7d7d4d402bcce
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/20.500.14352/114018
url https://hdl.handle.net/20.500.14352/114018
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2019-104735RB-C42 ANALYSIS AND VALIDATION OF SOFTWARE AND WEB RESOURCES
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Cambridge University Press
publisher.none.fl_str_mv Cambridge University Press
dc.source.none.fl_str_mv reponame:Docta Complutense
instname:Universidad Complutense de Madrid (UCM)
instname_str Universidad Complutense de Madrid (UCM)
reponame_str Docta Complutense
collection Docta Complutense
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.812429

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