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140690 - Accountable individual trust from group reputations in multi-agent systems.pdf (452.57 kB)

Accountable individual trust from group reputations in multi-agent systems

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conference contribution
posted on 2023-05-23, 14:42 authored by Nguyen, TD, Quan BaiQuan Bai
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.

History

Publication title

Proceedings of the 13th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014). Lecture Notes in Computer Science, volume 8862

Volume

8862

Editors

DN Pham and SB Park

Pagination

1063-1075

ISBN

978-3-319-13559-5

Department/School

School of Information and Communication Technology

Publisher

Springer

Place of publication

Switzerland

Event title

13th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014)

Event Venue

Gold Coast, Queensland

Date of Event (Start Date)

2014-12-01

Date of Event (End Date)

2014-12-05

Rights statement

Copyright 2014 Springer

Repository Status

  • Open

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