Refinement-Based Similarity Measure over DL Conjunctive Queries

Similarity assessment is a key operation in case-based reasoning and other areas of artificial intelligence. This paper focuses on measuring similarity in the context of Description Logics (DL), and specifically on similarity between individuals. The main contribution of this paper is a novel approa...

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Detalhes bibliográficos
Autores: Sanchez-Ruiz, Antonio, Ontañón, Santiago, Gonzalez-Calero, Pedro A., Plaza, Enric
Formato: otro
Estado:Versión aceptada para publicación
Fecha de publicación:2013
País:España
Recursos:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/133777
Acesso em linha:http://hdl.handle.net/10261/133777
Access Level:acceso abierto
Palavra-chave:Similarity measures
Key operations
Measuring similarities
Similarity assessment
Conjunctive queries
Description logics
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spelling Refinement-Based Similarity Measure over DL Conjunctive QueriesSanchez-Ruiz, AntonioOntañón, SantiagoGonzalez-Calero, Pedro A.Plaza, EnricSimilarity measuresKey operationsMeasuring similaritiesSimilarity assessmentConjunctive queriesDescription logicsSimilarity assessment is a key operation in case-based reasoning and other areas of artificial intelligence. This paper focuses on measuring similarity in the context of Description Logics (DL), and specifically on similarity between individuals. The main contribution of this paper is a novel approach based on measuring similarity in the space of Conjunctive Queries, rather than in the space of concepts. The advantage of this approach is two fold. On the one hand it is independent of the underlying DL, and thus, there is no need to design similarity measures for different DL, and on the other hand, the approach is computationally more efficient than searching in the space of concepts.Partially supported by Spanish Ministry of Economy and Competitiveness under grants TIN2009-13692-C03-01 and TIN2009-13692-C03-03 and by the Generalitat de Catalunya under the grant 2009-SGR-1434Peer ReviewedSpringer NatureGeneralitat de CatalunyaMinisterio de Economía y Competitividad (España)Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]2016201620132016info:eu-repo/semantics/otherhttp://purl.org/coar/resource_type/c_3248Postprintinfo:eu-repo/semantics/acceptedVersioninfo:eu-repo/semantics/bookParthttp://hdl.handle.net/10261/133777reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)InglésSíinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/1337772026-05-22T06:33:51Z
dc.title.none.fl_str_mv Refinement-Based Similarity Measure over DL Conjunctive Queries
title Refinement-Based Similarity Measure over DL Conjunctive Queries
spellingShingle Refinement-Based Similarity Measure over DL Conjunctive Queries
Sanchez-Ruiz, Antonio
Similarity measures
Key operations
Measuring similarities
Similarity assessment
Conjunctive queries
Description logics
title_short Refinement-Based Similarity Measure over DL Conjunctive Queries
title_full Refinement-Based Similarity Measure over DL Conjunctive Queries
title_fullStr Refinement-Based Similarity Measure over DL Conjunctive Queries
title_full_unstemmed Refinement-Based Similarity Measure over DL Conjunctive Queries
title_sort Refinement-Based Similarity Measure over DL Conjunctive Queries
dc.creator.none.fl_str_mv Sanchez-Ruiz, Antonio
Ontañón, Santiago
Gonzalez-Calero, Pedro A.
Plaza, Enric
author Sanchez-Ruiz, Antonio
author_facet Sanchez-Ruiz, Antonio
Ontañón, Santiago
Gonzalez-Calero, Pedro A.
Plaza, Enric
author_role author
author2 Ontañón, Santiago
Gonzalez-Calero, Pedro A.
Plaza, Enric
author2_role author
author
author
dc.contributor.none.fl_str_mv Generalitat de Catalunya
Ministerio de Economía y Competitividad (España)
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Similarity measures
Key operations
Measuring similarities
Similarity assessment
Conjunctive queries
Description logics
topic Similarity measures
Key operations
Measuring similarities
Similarity assessment
Conjunctive queries
Description logics
description Similarity assessment is a key operation in case-based reasoning and other areas of artificial intelligence. This paper focuses on measuring similarity in the context of Description Logics (DL), and specifically on similarity between individuals. The main contribution of this paper is a novel approach based on measuring similarity in the space of Conjunctive Queries, rather than in the space of concepts. The advantage of this approach is two fold. On the one hand it is independent of the underlying DL, and thus, there is no need to design similarity measures for different DL, and on the other hand, the approach is computationally more efficient than searching in the space of concepts.
publishDate 2013
dc.date.none.fl_str_mv 2013
2016
2016
2016
dc.type.none.fl_str_mv info:eu-repo/semantics/other
http://purl.org/coar/resource_type/c_3248
Postprint
info:eu-repo/semantics/acceptedVersion
dc.type.openaire.fl_str_mv info:eu-repo/semantics/bookPart
format other
status_str acceptedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/133777
url http://hdl.handle.net/10261/133777
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Springer Nature
publisher.none.fl_str_mv Springer Nature
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,812455

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