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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/104089
Ver los metadatos del registro completo
id |
CONICETDig_973ec285b7d826291b9014d2d9300c98 |
---|---|
oai_identifier_str |
oai:ri.conicet.gov.ar:11336/104089 |
network_acronym_str |
CONICETDig |
repository_id_str |
3498 |
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 |
_version_ |
1846083303748141056 |
score |
13.22299 |