Bootstrapping trust evaluations through stereotypes

C Burnett, T J Norman, K Sycara

Research output: Chapter in Book/Report/Conference proceedingConference contribution

103 Citations (Scopus)
7 Downloads (Pure)

Abstract

In open, dynamic multi-agent systems, agents may form short-term ad-hoc groups, such as coalitions, in order to meet their goals. Trust and reputation are crucial concepts in these environments, as agents must rely on their peers to perform as expected, and learn to avoid untrustworthy partners. However, ad-hoc groups introduce issues which impede the formation of trust relationships. For example, they may be short-lived, precluding agents from gaining the necessary experiences to make an accurate trust evaluation. This paper describes a new approach, inspired by theories of human organisational behaviour, whereby agents generalise their experiences with known partners as stereotypes and apply these when evaluating new and unknown partners. We show how this approach can complement existing state of the art trust models, and enhance the confidence in the evaluations that can be made about trustees when direct and reputational information is lacking or limited.
Original languageEnglish
Title of host publicationProceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010)
Subtitle of host publicationVolume 1
EditorsWiebe Van der Hoek, Gal Kaminka, Michael Luck, Sandip Sen
Place of PublicationRichland, SC
PublisherInternational Foundation for Autonomous Agents and Multiagent Systems
Pages241-248
Number of pages8
Volume1
ISBN (Electronic)0982657100, 9780982657119
ISBN (Print)978-0-9826571-1-9
Publication statusPublished - 5 Oct 2010
Event9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010) - Toronto, Canada
Duration: 10 May 201014 May 2010

Conference

Conference9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010)
CountryCanada
CityToronto
Period10/05/1014/05/10

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  • Cite this

    Burnett, C., Norman, T. J., & Sycara, K. (2010). Bootstrapping trust evaluations through stereotypes. In W. Van der Hoek, G. Kaminka, M. Luck, & S. Sen (Eds.), Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010): Volume 1 (Vol. 1, pp. 241-248). International Foundation for Autonomous Agents and Multiagent Systems. http://www.ifaamas.org/Proceedings/aamas2010/pdf/01%20Full%20Papers/04_05_FP_0651.pdf