Abstract
We show that reputation is a basic ingredient in the Virtual Organisation (VO) formation process. Agents can use their experiences gained in direct past interactions to model other’s reputation and deciding on either join a VO or determining who is the most suitable set of partners. Reputation values are computed using a reinforcement learning algorithm, so agents can learn and adapt their reputation models of their partners according to their recent behaviour. Our approach is especially powerful if the agent participates in a VO in which the members can change their behaviour to exploit their partners. The reputation model presented in this paper deals with the questions of deception and fraud that have been ignored in current models of VO formation.
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References
Braynov, S., Sandholm, T.: Trust revelation in multiagent interaction. In: Proceedings of CHI 2002 Workshop on Philosophy and design of Socially Adept Technologies, Minneapolis, USA, pp. 57–60 (2002)
Carbo, J., Molina, J., Davila, J.: Trust management through fuzzy reputation. International Journal of Cooperative Information Systems 12(1), 135–155 (2003)
Griffiths, N., Luck, M.: Coalition formation through motivation and trust. In: Proceedings of the Second International Joint Conference on AAMAS, Melbourne, Australia, pp. 17–24 (2003)
Jones, C., Hesterly, W.S., Borgatti, S.P.: A General Theory of Network Governance: Exchange Conditions and Social Mechanisms. Academy of Management Review 22, 911–945 (1997)
Norman, T., Preece, A., Chalmers, S., Jennings, N.R., Luck, M., Dang, V., Nguyen, T., Deora, V., Shao, J., Gray, W., Fiddian, N.: Agent-based formation of virtual organisations. International Journal of Knowledge Based Systems 17(2–4), 103–111 (2003)
Oliveira, E., Rocha, A.: Agents advanced features for negotiation in electronic commerce and virtual organisations formation processes. In: Sierra, C., Dignum, F.P.M. (eds.) AgentLink 2000. LNCS (LNAI), vol. 1991, pp. 77–96. Springer, Heidelberg (2001)
Sabater, J., Sierra, C.: Reputation and social network analysis in multi-agent systems. In: Proceedings of the First International Joint Conference on AAMAS, Bologna, Italy, pp. 475–482 (2002)
Shapiro, C.: Consumer information, product quality, and seller reputation. The Bell Journal of Economics 13, 20–35 (1982)
Zacharia, G., Maes, P.: Trust management through reputation mechanisms. Applied Artificial Intelligence 14(8), 881–907 (2000)
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© 2005 Springer-Verlag Berlin Heidelberg
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Avila-Rosas, A., Luck, M. (2005). A Direct Reputation Model for VO Formation. In: Pěchouček, M., Petta, P., Varga, L.Z. (eds) Multi-Agent Systems and Applications IV. CEEMAS 2005. Lecture Notes in Computer Science(), vol 3690. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11559221_46
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DOI: https://doi.org/10.1007/11559221_46
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29046-9
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