Development and implementation of a technique for norms-adaptable agents in open multi-agent communities
Computer science; Systems science; Agent based simulation; Mining algorithms; Multi-agent community; nocv1; Normative agents; norms deatetcin; Norms detections; Third parties; Verification process; Multi agent systems
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Springer New York LLC
2023
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| _version_ | 1833412756768817152 |
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| author | Mahmoud M. Ahmad M.S. Mohd Yusoff M.Z. |
| author2 | 55247787300 |
| author_facet | 55247787300 Mahmoud M. Ahmad M.S. Mohd Yusoff M.Z. |
| author_sort | Mahmoud M. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Computer science; Systems science; Agent based simulation; Mining algorithms; Multi-agent community; nocv1; Normative agents; norms deatetcin; Norms detections; Third parties; Verification process; Multi agent systems |
| format | Article |
| id | my.uniten.dspace-22607 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| publisher | Springer New York LLC |
| record_format | dspace |
| spelling | my.uniten.dspace-226072023-05-29T14:11:19Z Development and implementation of a technique for norms-adaptable agents in open multi-agent communities Mahmoud M. Ahmad M.S. Mohd Yusoff M.Z. 55247787300 56036880900 22636590200 Computer science; Systems science; Agent based simulation; Mining algorithms; Multi-agent community; nocv1; Normative agents; norms deatetcin; Norms detections; Third parties; Verification process; Multi agent systems In open normative multi-agent communities, an agent is not usually and explicitly given the norms of the host agents. Thus, when it is not able to adapt the communities�s norms, it is totally deprived of accessing resources and services from the host. Such circumstance severely affects its performance resulting in failure to achieve its goal. Consequently, this study attempts to overcome this deficiency by proposing a technique that enables an agent to detect the host�s potential norms via self-enforcement and update its norms even in the absence of sanctions from a third-party. The authors called this technique as the potential norms detection technique (PNDT). The PNDT consists of five components: Agent�s belief base; observation process; potential norms mining algorithm (PNMA); verification process; and updating process. The authors demonstrate the operation of the PNMA algorithm by testing it on a typical scenario and analyzing the results on several perspectives. The tests� results show that the PNDT performs satisfactorily albeit the success rate depends on the environment variables settings. � 2016, Institute of Systems Science, Academy of Mathematics and Systems Science, CAS and Springer-Verlag Berlin Heidelberg. Final 2023-05-29T06:11:19Z 2023-05-29T06:11:19Z 2016 Article 10.1007/s11424-016-5036-1 2-s2.0-85003904039 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85003904039&doi=10.1007%2fs11424-016-5036-1&partnerID=40&md5=ffed4006f028fe66faf270d10b84e510 https://irepository.uniten.edu.my/handle/123456789/22607 29 6 1519 1537 Springer New York LLC Scopus |
| spellingShingle | Mahmoud M. Ahmad M.S. Mohd Yusoff M.Z. Development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| title | Development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| title_full | Development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| title_fullStr | Development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| title_full_unstemmed | Development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| title_short | Development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| title_sort | development and implementation of a technique for norms-adaptable agents in open multi-agent communities |
| url_provider | http://dspace.uniten.edu.my/ |