Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks

Autores
Rubiolo, M.; Caliusco, M.L.; Stegmayer, Georgina; Gareli, M.; Coronel, M.
Año de publicación
2009
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
This paper describes our continuing research on ontology-based knowledge source discovery on the Semantic Web. The research documented here is focused on discovering distributed knowledge sources from a user query using an Artificial Neural Network model. An experience using the Wordnet multilingual database for the translation of the terms extracted from the user query and for their codification is presented here. Preliminary results provide us with the conviction that combining ANN with WordNet has clearly made the system much moreeficient.
Fil: Rubiolo, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Fil: Caliusco, M.L.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Fil: Stegmayer, Georgina. Universidad Nacional del Litoral; Argentina
Fil: Gareli, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Fil: Coronel, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Materia
ontology matching
neural classifier
wordnet
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/104089

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network_name_str CONICET Digital (CONICET)
spelling Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural NetworksRubiolo, M.Caliusco, M.L.Stegmayer, GeorginaGareli, M.Coronel, M.ontology matchingneural classifierwordnethttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1This paper describes our continuing research on ontology-based knowledge source discovery on the Semantic Web. The research documented here is focused on discovering distributed knowledge sources from a user query using an Artificial Neural Network model. An experience using the Wordnet multilingual database for the translation of the terms extracted from the user query and for their codification is presented here. Preliminary results provide us with the conviction that combining ANN with WordNet has clearly made the system much moreeficient.Fil: Rubiolo, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; ArgentinaFil: Caliusco, M.L.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; ArgentinaFil: Stegmayer, Georgina. Universidad Nacional del Litoral; ArgentinaFil: Gareli, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; ArgentinaFil: Coronel, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; ArgentinaSpringer2009-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/104089Rubiolo, M.; Caliusco, M.L.; Stegmayer, Georgina; Gareli, M.; Coronel, M.; Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks; Springer; Lecture Notes in Computer Science; 5712; 1; 9-2009; 66-730302-9743CONICET DigitalCONICETenginfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:15:33Zoai:ri.conicet.gov.ar:11336/104089instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 15:15:33.585CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
title Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
spellingShingle Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
Rubiolo, M.
ontology matching
neural classifier
wordnet
title_short Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
title_full Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
title_fullStr Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
title_full_unstemmed Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
title_sort Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks
dc.creator.none.fl_str_mv Rubiolo, M.
Caliusco, M.L.
Stegmayer, Georgina
Gareli, M.
Coronel, M.
author Rubiolo, M.
author_facet Rubiolo, M.
Caliusco, M.L.
Stegmayer, Georgina
Gareli, M.
Coronel, M.
author_role author
author2 Caliusco, M.L.
Stegmayer, Georgina
Gareli, M.
Coronel, M.
author2_role author
author
author
author
dc.subject.none.fl_str_mv ontology matching
neural classifier
wordnet
topic ontology matching
neural classifier
wordnet
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv This paper describes our continuing research on ontology-based knowledge source discovery on the Semantic Web. The research documented here is focused on discovering distributed knowledge sources from a user query using an Artificial Neural Network model. An experience using the Wordnet multilingual database for the translation of the terms extracted from the user query and for their codification is presented here. Preliminary results provide us with the conviction that combining ANN with WordNet has clearly made the system much moreeficient.
Fil: Rubiolo, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Fil: Caliusco, M.L.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Fil: Stegmayer, Georgina. Universidad Nacional del Litoral; Argentina
Fil: Gareli, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
Fil: Coronel, M.. Universidad Tecnológica Nacional. Facultad Regional Santa Fe. Centro de Investigación y Desarrollo de Ingeniería en Sistemas de Información; Argentina
description This paper describes our continuing research on ontology-based knowledge source discovery on the Semantic Web. The research documented here is focused on discovering distributed knowledge sources from a user query using an Artificial Neural Network model. An experience using the Wordnet multilingual database for the translation of the terms extracted from the user query and for their codification is presented here. Preliminary results provide us with the conviction that combining ANN with WordNet has clearly made the system much moreeficient.
publishDate 2009
dc.date.none.fl_str_mv 2009-09
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/104089
Rubiolo, M.; Caliusco, M.L.; Stegmayer, Georgina; Gareli, M.; Coronel, M.; Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks; Springer; Lecture Notes in Computer Science; 5712; 1; 9-2009; 66-73
0302-9743
CONICET Digital
CONICET
url http://hdl.handle.net/11336/104089
identifier_str_mv Rubiolo, M.; Caliusco, M.L.; Stegmayer, Georgina; Gareli, M.; Coronel, M.; Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks; Springer; Lecture Notes in Computer Science; 5712; 1; 9-2009; 66-73
0302-9743
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.22299