Processing Inconsistency of Knowledge on Semantic Level

dc.creatorNguyen,Ngoc
dc.date2005
dc.date.accessioned2024-02-06T12:53:27Z
dc.date.available2024-02-06T12:53:27Z
dc.descriptionInconsistency of knowledge may appear in many situations, especially in distributed environments in which autonomous programs operate. Inconsistency may lead to conflicts, for which the resolution is necessary for correct functioning of an intelligent system. Inconsistency of knowledge in general means a situation in which some autonomous programs (like agents) generate different versions (or states) of knowledge on the same subject referring to a real world. In this paper we propose two logical structures for representing inconsistent knowledge: conjunction and disjunction. For each of them we define the semantics and formulate the consensus problem, the solution of which would resolve the inconsistency. Next, we work out algorithms for consensus determination. Consensus methodology has been proved to be useful in solving conflicts and should be also effective for knowledge inconsistency resolution.
dc.formattext/html
dc.identifierhttps://doi.org/10.3217/jucs-011-02-0285
dc.identifierhttps://lib.jucs.org/article/28359/
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/8711
dc.languageen
dc.publisherJournal of Universal Computer Science
dc.relationinfo:eu-repo/semantics/altIdentifier/eissn/0948-6968
dc.relationinfo:eu-repo/semantics/altIdentifier/pissn/0948-695X
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rightsJ.UCS License
dc.sourceJUCS - Journal of Universal Computer Science 11(2): 285-302
dc.subjectinconsistent knowledge
dc.subjectconflicts
dc.subjectconsensus methods
dc.titleProcessing Inconsistency of Knowledge on Semantic Level
dc.typeResearch Article
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