Puzzle out the semantic web search

Bibliographic Details
Main Author: Melo, Dora
Publication Date: 2012
Other Authors: Rodrigues, Irene, Nogueira, Vitor
Format: Article
Language: por
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10174/6111
Summary: In this paper we propose a Cooperative Question Answering System that takes as input natural language queries and is able to return a cooperative answer based on semantic web resources, more specifically DBpedia represented in OWL/RDF as knowledge base and WordNet to build similar questions. Our system resorts to ontologies not only for reasoning but also to find answers and is independent of prior knowledge of the semantic resources by the user. The natural language question is translated into its semantic representation and then answered by consulting the semantics sources of information. The system is able to clarify the problems of ambiguity and helps finding the path to the correct answer. If there are multiple answers to the question posed (or to the similar questions for which DBpedia contains answers), they will be grouped according to their semantic meaning, providing a more cooperative answer to the user.
id RCAP_e5ca35d53fdac49797e3ada1eb7147bb
oai_identifier_str oai:dspace.uevora.pt:10174/6111
network_acronym_str RCAP
network_name_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository_id_str https://opendoar.ac.uk/repository/7160
spelling Puzzle out the semantic web searchNatural LanguageOntologyQuestion AnsweringSemantic WebIn this paper we propose a Cooperative Question Answering System that takes as input natural language queries and is able to return a cooperative answer based on semantic web resources, more specifically DBpedia represented in OWL/RDF as knowledge base and WordNet to build similar questions. Our system resorts to ontologies not only for reasoning but also to find answers and is independent of prior knowledge of the semantic resources by the user. The natural language question is translated into its semantic representation and then answered by consulting the semantics sources of information. The system is able to clarify the problems of ambiguity and helps finding the path to the correct answer. If there are multiple answers to the question posed (or to the similar questions for which DBpedia contains answers), they will be grouped according to their semantic meaning, providing a more cooperative answer to the user.2012-11-29T15:34:05Z2012-11-292012-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/6111http://hdl.handle.net/10174/6111porDora Melo, Irene Pimenta Rodrigues, and Vitor Beires Nogueira. Puzzle out the semantic web search. In Alexander F. Gelbukh, editor, Computational Linguistics and Intelligent Text Processing - 13th International Conference, CICLing 2012, New Delhi, India, March 11-17, 2012, Complementary Proceedings.dmelo@iscac.ptipr@di.uevora.ptvbn@di.uevora.pt498Melo, DoraRodrigues, IreneNogueira, Vitorinfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-01-03T18:45:22Zoai:dspace.uevora.pt:10174/6111Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T11:55:50.693115Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Puzzle out the semantic web search
title Puzzle out the semantic web search
spellingShingle Puzzle out the semantic web search
Melo, Dora
Natural Language
Ontology
Question Answering
Semantic Web
title_short Puzzle out the semantic web search
title_full Puzzle out the semantic web search
title_fullStr Puzzle out the semantic web search
title_full_unstemmed Puzzle out the semantic web search
title_sort Puzzle out the semantic web search
author Melo, Dora
author_facet Melo, Dora
Rodrigues, Irene
Nogueira, Vitor
author_role author
author2 Rodrigues, Irene
Nogueira, Vitor
author2_role author
author
dc.contributor.author.fl_str_mv Melo, Dora
Rodrigues, Irene
Nogueira, Vitor
dc.subject.por.fl_str_mv Natural Language
Ontology
Question Answering
Semantic Web
topic Natural Language
Ontology
Question Answering
Semantic Web
description In this paper we propose a Cooperative Question Answering System that takes as input natural language queries and is able to return a cooperative answer based on semantic web resources, more specifically DBpedia represented in OWL/RDF as knowledge base and WordNet to build similar questions. Our system resorts to ontologies not only for reasoning but also to find answers and is independent of prior knowledge of the semantic resources by the user. The natural language question is translated into its semantic representation and then answered by consulting the semantics sources of information. The system is able to clarify the problems of ambiguity and helps finding the path to the correct answer. If there are multiple answers to the question posed (or to the similar questions for which DBpedia contains answers), they will be grouped according to their semantic meaning, providing a more cooperative answer to the user.
publishDate 2012
dc.date.none.fl_str_mv 2012-11-29T15:34:05Z
2012-11-29
2012-03-01T00:00:00Z
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/10174/6111
http://hdl.handle.net/10174/6111
url http://hdl.handle.net/10174/6111
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv Dora Melo, Irene Pimenta Rodrigues, and Vitor Beires Nogueira. Puzzle out the semantic web search. In Alexander F. Gelbukh, editor, Computational Linguistics and Intelligent Text Processing - 13th International Conference, CICLing 2012, New Delhi, India, March 11-17, 2012, Complementary Proceedings.
dmelo@iscac.pt
ipr@di.uevora.pt
vbn@di.uevora.pt
498
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
_version_ 1833592356272603136

Similar Items