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A fuzzy framework for modelling confidence in multi-agent system

Fuzzy logic; Software agents; Certainty; Confidence; Importance of Trust; MAS; Trust; Multi agent systems

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Bibliographic Details
Main Authors: Basheer G.S., Ahmad M.S., Tang A.Y.C.
Other Authors: 55614274300
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-223702023-05-29T14:00:32Z A fuzzy framework for modelling confidence in multi-agent system Basheer G.S. Ahmad M.S. Tang A.Y.C. 55614274300 56036880900 36806985400 Fuzzy logic; Software agents; Certainty; Confidence; Importance of Trust; MAS; Trust; Multi agent systems In 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. Final 2023-05-29T06:00:32Z 2023-05-29T06:00:32Z 2015 Conference Paper 10.1109/ICIMU.2014.7066635 2-s2.0-84937510584 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84937510584&doi=10.1109%2fICIMU.2014.7066635&partnerID=40&md5=3078f59c4f362d91a88d6367f36bef18 https://irepository.uniten.edu.my/handle/123456789/22370 7066635 229 233 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Fuzzy logic; Software agents; Certainty; Confidence; Importance of Trust; MAS; Trust; Multi agent systems
author2 55614274300
author_facet 55614274300
Basheer G.S.
Ahmad M.S.
Tang A.Y.C.
format Conference Paper
author Basheer G.S.
Ahmad M.S.
Tang A.Y.C.
spellingShingle Basheer G.S.
Ahmad M.S.
Tang A.Y.C.
A fuzzy framework for modelling confidence in multi-agent system
author_sort Basheer G.S.
title A fuzzy framework for modelling confidence in multi-agent system
title_short A fuzzy framework for modelling confidence in multi-agent system
title_full A fuzzy framework for modelling confidence in multi-agent system
title_fullStr A fuzzy framework for modelling confidence in multi-agent system
title_full_unstemmed A fuzzy framework for modelling confidence in multi-agent system
title_sort fuzzy framework for modelling confidence in multi-agent system
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806425630335565824
score 13.222552

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