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Accountable individual trust from group reputations in multi-agent systems

Citation

Nguyen, TD and Bai, Q, Accountable individual trust from group reputations in multi-agent systems, Proceedings of the 13th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014). Lecture Notes in Computer Science, volume 8862, 1-5 December 2014, Gold Coast, Queensland, pp. 1063-1075. ISBN 978-3-319-13559-5 (2014) [Refereed Conference Paper]


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Copyright 2014 Springer

DOI: doi:10.1007/978-3-319-13560-1_92

Abstract

Studies of reputation and trust in multi-agent systems so far have been concentrated on individual reputation. In many applications, agents need to form groups to provide services. Reputations of agent groups and individuals are mutually influenced due to the fact that they can either use these reputation of their groups or individuals to establish interactions. In multi-agent systems research, most reputation models have been constructed to capture individual reputation based on direct evidence. This paper proposes a computational model for inferring reputations and contributions of members in agent groups. We argue that the proposed model can be used as an estimation for individual reputation when such information is not available, and is suitable for distributed environments.

Item Details

Item Type:Refereed Conference Paper
Keywords:group trust, multi-agent systems, trust distribution, dis- tributed environments
Research Division:Information and Computing Sciences
Research Group:Artificial intelligence
Research Field:Intelligent robotics
Objective Division:Information and Communication Services
Objective Group:Information systems, technologies and services
Objective Field:Application software packages
UTAS Author:Bai, Q (Dr Quan Bai)
ID Code:140690
Year Published:2014
Deposited By:Information and Communication Technology
Deposited On:2020-09-01
Last Modified:2020-11-09
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