Abstract
In non-economic cooperative applications with resource constraints, explicitly motivating cooperation is important so that autonomous service providers have incentives to cooperate. When participants of such applications have different skills and expectations over services, it may be that an agent receives less than expected from a cooperation. A decision-making strategy over interactions in this context must consider not only the motivation to cooperate, but also which interactions to perform to cope with resource limitations. In this paper, we present a computational approach for modelling non-economic cooperative interactions based on the theory of exchange values. Here, exchange values are used to motivate cooperative interactions, and to allow agents to identify successful and unsuccessful cooperations with others, in order to limit service provision and to improve the number of successful interactions. We also present a scenario in which agents participate in a cooperative application in the bioinformatics domain, and show how agents can improve their interactions using the proposed approach.
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References
Burt, R.: The network structure of social capital. In: Research in Organizational Behavior, vol.Ā 22, JAI press, Greenwich, CT (2000)
Stein, L.: Creating a bioinformatics nation. NatureĀ 417, 119ā120 (2002)
Gao, H.T., Hayes, J.H., Cai, H.: Integrating biological research through web services. IEEE ComputerĀ 38, 26ā31 (2005)
Goble, C., Wroe, C., Stevens, R.: The myGrid consortium: The mygrid project: services, architecture and demonstrator. In: UK e-Science All Hands Meeting 2003, pp. 595ā603 (2003)
Overbeek, R., Disz, T., Stevens, R.: The SEED: A peer-to-peer environment for genome annotation. Communications of the ACMĀ 47(11), 47ā50 (2004)
Foster, I.: Service-oriented science. ScienceĀ 308(5723), 814ā817 (2005)
Piaget, J.: Sociological Studies. Routlege, London (1973)
Rodrigues, M.R., da Rocha Costa, A.C., Bordini, R.H.: A system of exchange values to support social interactions in artificial societies. In: Second International Joint Conference on Autonomous Agents and Multiagent Systems, Melbourne, pp. 81ā88 (2003)
Rodrigues, M.R., Luck, M.: Analysing partner selection through exchange values. In: Sichman, J.S., Antunes, L. (eds.) MABS 2005. LNCS (LNAI), vol.Ā 3891, pp. 24ā40. Springer, Heidelberg (2006)
Campbell, A.M., Heyer, L.J.: Discovering Genomics Proteomics and Bioinformatics. Benjamin Cummings, San Francisco, CA (2002)
Dimuro, G.P., Costa, A.C.R.: Qualitative Markov decision processes and the coordination of social exchanges in multi-agent systems. In: Gmytrasiewicz, P., Parsons, S. (eds.) Workshop on Game Theoretic and Decision Theoretic Agents at IJCAI Conference, Edinburgh (2005)
Dimuro, G.P., Costa, A.C.R., GonaĢ§lves, L.V., HĆ¼bner, A.: Centralized Regulation of Social Exchanges between Personality-based Agents. In: Boissier, O., Padget, J., Dignum, V., Lindemann, G., Matson, E., Ossowski, S., Sichman, J.S., VĆ”zquez-Salceda, J. (eds.) Coordination, Organizations, Institutions, and Norms in Multi-Agent Systems, Springer, Berlin (2006)
Glass, A., Grosz, B.: Socially conscious decision-making. In: Proceedings of the fourth international conference on Autonomous agents, pp. 217ā224. ACM Press, New York (2000)
Sen, S., Dutta, P.S., Saha, S.: Emergence and stability of collaborations among rational agents. In: Klusch, M., Omicini, A., Ossowski, S., Laamanen, H. (eds.) CIA 2003. LNCS (LNAI), vol.Ā 2782, pp. 192ā205. Springer, Heidelberg (2003)
Banerjee, D., Saha, S., Dasgupta, P., Sen, S.: Reciprocal resource sharing in p2p environments. In: Fourth International Joint Conference on Autonomous Agents and Multiagent Systems, Utrecht, Netherlands (2005)
Dignum, V., Dignum, F.: Knowledge market: Agent-mediated knowledge sharing. In: Third International/Central and Eastern European Conference on Multi-Agent Systems, Prague (2003)
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Rodrigues, M.R., Luck, M. (2007). Cooperative Interactions: An Exchange Values Model. In: Noriega, P., et al. Coordination, Organizations, Institutions, and Norms in Agent Systems II. COIN 2006. Lecture Notes in Computer Science(), vol 4386. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74459-7_23
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DOI: https://doi.org/10.1007/978-3-540-74459-7_23
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74457-3
Online ISBN: 978-3-540-74459-7
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