A norms mining approach to norms detection in multi-agent systems
In this paper, we propose a norms mining technique for a visitor agent to detect the norms of a community of local agents to comply with the community's normative protocol. In this technique, the visitor agent is equipped with an algorithm, which detects the potential norms through the sys...
| Main Authors: | , , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Published: |
IEEE
2012
|
| _version_ | 1825949371238187008 |
|---|---|
| author | A. Mahmoud, Moamin Ahmad, Mohd Sharifuddin Ahmad, Azhana Mohd Yusoff , Mohd Zaliman Mustapha, Aida |
| author_facet | A. Mahmoud, Moamin Ahmad, Mohd Sharifuddin Ahmad, Azhana Mohd Yusoff , Mohd Zaliman Mustapha, Aida |
| author_sort | A. Mahmoud, Moamin |
| collection | UPM |
| description | In this paper, we propose a norms mining
technique for a visitor agent to detect the norms of a community
of local agents to comply with the community's normative
protocol. In this technique, the visitor agent is equipped with an
algorithm, which detects the potential norms through the
system's log file, interactions with the local agents, and observing
the local agents in action. The visitor agent detects the norms
from these sources depending on their availability. Due to
security issues, access is prevented to one or more of these
sources. The norms mining technique entails the process of data
formatting and filtering and identifying the norms' components
that contribute to the strength of the norms. The results of an
example mining operation show that the technique is successful
in discovering the potential norms. |
| first_indexed | 2024-03-06T08:43:32Z |
| format | Conference or Workshop Item |
| id | upm.eprints-39225 |
| institution | Universiti Putra Malaysia |
| last_indexed | 2024-03-06T08:43:32Z |
| publishDate | 2012 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-392252015-07-10T07:26:36Z http://psasir.upm.edu.my/id/eprint/39225/ A norms mining approach to norms detection in multi-agent systems A. Mahmoud, Moamin Ahmad, Mohd Sharifuddin Ahmad, Azhana Mohd Yusoff , Mohd Zaliman Mustapha, Aida In this paper, we propose a norms mining technique for a visitor agent to detect the norms of a community of local agents to comply with the community's normative protocol. In this technique, the visitor agent is equipped with an algorithm, which detects the potential norms through the system's log file, interactions with the local agents, and observing the local agents in action. The visitor agent detects the norms from these sources depending on their availability. Due to security issues, access is prevented to one or more of these sources. The norms mining technique entails the process of data formatting and filtering and identifying the norms' components that contribute to the strength of the norms. The results of an example mining operation show that the technique is successful in discovering the potential norms. IEEE 2012 Conference or Workshop Item NonPeerReviewed A. Mahmoud, Moamin and Ahmad, Mohd Sharifuddin and Ahmad, Azhana and Mohd Yusoff , Mohd Zaliman and Mustapha, Aida (2012) A norms mining approach to norms detection in multi-agent systems. In: 2012 International Conference on Computer & Information Science (ICCIS), 12-14 Jun 2012, Kuala Lumpur. (pp. 458-463). 10.1109/ICCISci.2012.6297289 |
| spellingShingle | A. Mahmoud, Moamin Ahmad, Mohd Sharifuddin Ahmad, Azhana Mohd Yusoff , Mohd Zaliman Mustapha, Aida A norms mining approach to norms detection in multi-agent systems |
| title | A norms mining approach to norms detection in
multi-agent systems |
| title_full | A norms mining approach to norms detection in
multi-agent systems |
| title_fullStr | A norms mining approach to norms detection in
multi-agent systems |
| title_full_unstemmed | A norms mining approach to norms detection in
multi-agent systems |
| title_short | A norms mining approach to norms detection in
multi-agent systems |
| title_sort | norms mining approach to norms detection in multi agent systems |
| work_keys_str_mv | AT amahmoudmoamin anormsminingapproachtonormsdetectioninmultiagentsystems AT ahmadmohdsharifuddin anormsminingapproachtonormsdetectioninmultiagentsystems AT ahmadazhana anormsminingapproachtonormsdetectioninmultiagentsystems AT mohdyusoffmohdzaliman anormsminingapproachtonormsdetectioninmultiagentsystems AT mustaphaaida anormsminingapproachtonormsdetectioninmultiagentsystems AT amahmoudmoamin normsminingapproachtonormsdetectioninmultiagentsystems AT ahmadmohdsharifuddin normsminingapproachtonormsdetectioninmultiagentsystems AT ahmadazhana normsminingapproachtonormsdetectioninmultiagentsystems AT mohdyusoffmohdzaliman normsminingapproachtonormsdetectioninmultiagentsystems AT mustaphaaida normsminingapproachtonormsdetectioninmultiagentsystems |