Psychology-Inspired Trust Restoration Framework in Distributed Multiagent Systems
Joint Authors
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-04-01
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Trust violation during cooperation of autonomous agents in multiagent systems is usually unavoidable and can arise due to a wide number of reasons.
From a psychological point of view, the violation of an agent’s trust is a result of one agent (which is a transgressor) expressing a very low weight on the welfare of another agent (which is a victim) by inflicting a high cost for a very small benefit.
In order for the victim to make an effective decision about whether to cooperate or punish for the next interaction, a psychological variable called welfare tradeoff ratio (WTR) can be used to upregulate the transgressor’s disposition so that the number of exploitive behaviors that are likely to happen in the future will be decreased.
In this paper, we propose computational models of metrics based on the welfare tradeoff ratio along with the way by which multiple metrics can be integrated to provide the final result.
Additionally, a number of experiments based on social network analysis are conducted to evaluate the performance of the proposed framework and the results show that by implementing WTR the simulated network is able to deal with different levels of trust violation effectively.
American Psychological Association (APA)
Binmad, Ruchdee& Li, Mingchu. 2018. Psychology-Inspired Trust Restoration Framework in Distributed Multiagent Systems. Scientific Programming،Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1214751
Modern Language Association (MLA)
Binmad, Ruchdee& Li, Mingchu. Psychology-Inspired Trust Restoration Framework in Distributed Multiagent Systems. Scientific Programming No. 2018 (2018), pp.1-15.
https://search.emarefa.net/detail/BIM-1214751
American Medical Association (AMA)
Binmad, Ruchdee& Li, Mingchu. Psychology-Inspired Trust Restoration Framework in Distributed Multiagent Systems. Scientific Programming. 2018. Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1214751
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214751