An integrated trust and reputation model for open multi-agent systems


Huynh, T.D., Jennings, N. R. and Shadbolt, N.R. (2006) An integrated trust and reputation model for open multi-agent systems. Journal of Autonomous Agents and Multi-Agent Systems, 13, (2), 119-154.

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Description/Abstract

Trust and reputation are central to effective interactions in open multi-agent systems in which agents, that are owned by a variety of stakeholders, continuously enter and leave the system. This openness means existing trust and reputation models cannot readily be used since their performance suffers when there are various (unforseen) changes in the environment. To this end, this paper presents FIRE, a trust and reputation model that integrates a number of information sources to produce a comprehensive assessment of an agent's likely performance in open systems. Specifically, FIRE incorporates interaction trust, role-based trust, witness reputation, and certified reputation to provide trust metrics in most circumstances. FIRE is empirically evaluated and is shown to help agents gain better utility (by effectively selecting appropriate interaction partners) than our benchmarks in a variety of agent populations. It is also shown that FIRE is able to effectively respond to changes that occur in an agent's environment.

Item Type: Article
ISSNs: 1387-2532
Related URLs:
Keywords: FIRE, trust, reputation, multi-agent systems, open, distributed
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Web & Internet Science
Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Agents, Interactions & Complexity
ePrint ID: 262593
Date Deposited: 16 May 2006
Last Modified: 27 Mar 2014 20:06
Publisher: Springer Netherlands
Further Information:Google Scholar
ISI Citation Count:93
URI: http://eprints.soton.ac.uk/id/eprint/262593

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