Coherence, Similarity, and Concept Generalisation

We address the problem of analysing the joint coherence of a number of concepts with respect to a background ontology. To address this problem, we explore the applicability of Paul Thagard's computational theory of coherence, in combination with semantic similarity between concepts based on a g...

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Detalles Bibliográficos
Autores: Confalonieri, Roberto, Kutz, Oliver, Galliani, Pietro, Peñaloza, Rafael, Porello, Daniele, Schorlemmer, Marco, Troquard, Nicolas
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2017
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/163122
Acceso en línea:http://hdl.handle.net/10261/163122
Access Level:acceso abierto
Palabra clave:Similarity
Coherence
Semantic similarity
Data description
Computation theory
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spelling Coherence, Similarity, and Concept GeneralisationConfalonieri, RobertoKutz, OliverGalliani, PietroPeñaloza, RafaelPorello, DanieleSchorlemmer, MarcoTroquard, NicolasSimilarityCoherenceSemantic similarityData descriptionComputation theoryWe address the problem of analysing the joint coherence of a number of concepts with respect to a background ontology. To address this problem, we explore the applicability of Paul Thagard's computational theory of coherence, in combination with semantic similarity between concepts based on a generalisation operator. In particular, given the input concepts, our approach computes maximally coherent subsets of these concepts following Thagard's partitioning approach, whilst returning a number of possible generalisations of these concepts as justifi- cation of why these concepts cohere.Peer ReviewedCEUR Workshop ProceedingsConsejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]2018201820172018info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/163122reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)InglésSíinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/1631222026-05-22T06:33:51Z
dc.title.none.fl_str_mv Coherence, Similarity, and Concept Generalisation
title Coherence, Similarity, and Concept Generalisation
spellingShingle Coherence, Similarity, and Concept Generalisation
Confalonieri, Roberto
Similarity
Coherence
Semantic similarity
Data description
Computation theory
title_short Coherence, Similarity, and Concept Generalisation
title_full Coherence, Similarity, and Concept Generalisation
title_fullStr Coherence, Similarity, and Concept Generalisation
title_full_unstemmed Coherence, Similarity, and Concept Generalisation
title_sort Coherence, Similarity, and Concept Generalisation
dc.creator.none.fl_str_mv Confalonieri, Roberto
Kutz, Oliver
Galliani, Pietro
Peñaloza, Rafael
Porello, Daniele
Schorlemmer, Marco
Troquard, Nicolas
author Confalonieri, Roberto
author_facet Confalonieri, Roberto
Kutz, Oliver
Galliani, Pietro
Peñaloza, Rafael
Porello, Daniele
Schorlemmer, Marco
Troquard, Nicolas
author_role author
author2 Kutz, Oliver
Galliani, Pietro
Peñaloza, Rafael
Porello, Daniele
Schorlemmer, Marco
Troquard, Nicolas
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Similarity
Coherence
Semantic similarity
Data description
Computation theory
topic Similarity
Coherence
Semantic similarity
Data description
Computation theory
description We address the problem of analysing the joint coherence of a number of concepts with respect to a background ontology. To address this problem, we explore the applicability of Paul Thagard's computational theory of coherence, in combination with semantic similarity between concepts based on a generalisation operator. In particular, given the input concepts, our approach computes maximally coherent subsets of these concepts following Thagard's partitioning approach, whilst returning a number of possible generalisations of these concepts as justifi- cation of why these concepts cohere.
publishDate 2017
dc.date.none.fl_str_mv 2017
2018
2018
2018
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/163122
url http://hdl.handle.net/10261/163122
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 CEUR Workshop Proceedings
publisher.none.fl_str_mv CEUR Workshop Proceedings
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 15,812429

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