A model of three-way decisions for Knowledge Harnessing

Aranda Corral, Gonzalo A.; Borrego Díaz, Joaquín; Galán Páez, Juan

doi:10.1016/j.ijar.2020.02.010

Article

dc.creator	Aranda Corral, Gonzalo A.	es
dc.creator	Borrego Díaz, Joaquín	es
dc.creator	Galán Páez, Juan	es
dc.date.accessioned	2021-03-25T10:59:05Z
dc.date.available	2021-03-25T10:59:05Z
dc.date.issued	2020
dc.identifier.citation	Aranda Corral, G.A., Borrego Díaz, J. y Galán Páez, J. (2020). A model of three-way decisions for Knowledge Harnessing. International Journal of Approximate Reasoning, 120 (May 2020), 184-202.
dc.identifier.issn	0888-613X	es
dc.identifier.uri	https://hdl.handle.net/11441/106621
dc.description.abstract	The present work introduces the Knowledge Harnessing, by showing its theoretical founda-tions as well as a three-way decision model to deal with it. The problem poses how toextract valid information about a specific context from conflicting or uncertain informationreceived by a system (or agent). With this aim, forgetting variable operators are used toboth characterize the problem from the logical point of view and provide a theoretical so-lution as an acceptance-rejection problem. Since the formalization is semantic in nature (itconsiders the models of the knowledge base that admit the extracted knowledge), generalbounds are provided for acceptance-rejection evaluation on boundary region.	es
dc.format	application/pdf	es
dc.format.extent	19	es
dc.language.iso	eng	es
dc.publisher	Elsevier	es
dc.relation.ispartof	International Journal of Approximate Reasoning, 120 (May 2020), 184-202.
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 Internacional	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/	*
dc.subject	Three-way decisions	es
dc.subject	Knowledge-based systems	es
dc.subject	Variable forgetting	es
dc.subject	Knowledge Harnessing	es
dc.title	A model of three-way decisions for Knowledge Harnessing	es
dc.type	info:eu-repo/semantics/article	es
dcterms.identifier	https://ror.org/03yxnpp24
dc.type.version	info:eu-repo/semantics/submittedVersion	es
dc.rights.accessRights	info:eu-repo/semantics/openAccess	es
dc.contributor.affiliation	Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial	es
dc.relation.publisherversion	https://www.sciencedirect.com/science/article/pii/S0888613X19304049	es
dc.identifier.doi	10.1016/j.ijar.2020.02.010	es
dc.journaltitle	International Journal of Approximate Reasoning	es
dc.publication.volumen	120	es
dc.publication.issue	May 2020	es
dc.publication.initialPage	184	es
dc.publication.endPage	202	es

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