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A fuzzy framework for modelling confidence in multi-agent system

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dc.contributor.authorBasheer G.S.en_US
dc.contributor.authorAhmad M.S.en_US
dc.contributor.authorTang A.Y.C.en_US
dc.contributor.authorid55614274300en_US
dc.contributor.authorid56036880900en_US
dc.contributor.authorid36806985400en_US
dc.date.accessioned2023-05-29T06:00:32Z
dc.date.available2023-05-29T06:00:32Z
dc.date.issued2015
dc.descriptionFuzzy logic; Software agents; Certainty; Confidence; Importance of Trust; MAS; Trust; Multi agent systemsen_US
dc.description.abstractIn open multi-agent systems, agents may hide or lie about information regarding some events. In order to avoid such deception, a multi-agent system must be designed to test the confidence of agents. In this paper, we present a new approach to agent-based confidence modeling. This approach integrates two confidence requirements, namely, trust and certainty. We use fuzzy logic in representing the importance of trust and certainty to model an agent's confidence reasoning. The modeling mechanism eliminates the influence of untrusted agents' opinions because certainty level and importance of trust may not be valuable in all circumstances. � 2014 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo7066635
dc.identifier.doi10.1109/ICIMU.2014.7066635
dc.identifier.epage233
dc.identifier.scopus2-s2.0-84937510584
dc.identifier.spage229
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84937510584&doi=10.1109%2fICIMU.2014.7066635&partnerID=40&md5=3078f59c4f362d91a88d6367f36bef18
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/22370
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.sourceScopus
dc.sourcetitleConference Proceedings - 6th International Conference on Information Technology and Multimedia at UNITEN: Cultivating Creativity and Enabling Technology Through the Internet of Things, ICIMU 2014
dc.titleA fuzzy framework for modelling confidence in multi-agent systemen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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