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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| Format: | Conference Paper |
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Institute of Electrical and Electronics Engineers Inc.
2023
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| _version_ | 1833351405709033472 |
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| author | Basheer G.S. Ahmad M.S. Tang A.Y.C. |
| author2 | 55614274300 |
| author_facet | 55614274300 Basheer G.S. Ahmad M.S. Tang A.Y.C. |
| author_sort | Basheer G.S. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Fuzzy logic; Software agents; Certainty; Confidence; Importance of Trust; MAS; Trust; Multi agent systems |
| format | Conference Paper |
| id | my.uniten.dspace-22370 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| 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 |
| spellingShingle | Basheer G.S. Ahmad M.S. Tang A.Y.C. A fuzzy framework for modelling confidence in multi-agent system |
| title | 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_short | A fuzzy framework for modelling confidence in multi-agent system |
| title_sort | fuzzy framework for modelling confidence in multi-agent system |
| url_provider | http://dspace.uniten.edu.my/ |