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Negotiation partners selection mechanism based on context-dependent similarity relations

Published: 14 May 2007 Publication History

Abstract

This paper proposes a context-dependent case-based mechanism for selecting negotiation partners with the focus on the adaptation of similarity relations to a specific context. The similarity relations are important part of the reasoning mechanism and have to be defined in a way consistent with the specific type of interaction, the negotiation. We validate the proposed approach with the use of both the probability and possibility distributions by performing experimental evaluation.

References

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J. Brzostowski and R. Kowalczyk. Experimental evaluation of possibilistic mechanism for negotiation partners selection. In Proc. 2nd Int. Workshop on Rational, Robust, and Secure Negotiations in MAS, pages 119--137, 2006.
[2]
D. Dubois, F. Esteva, P. Garcia, L. Godo, R. L. de Mantaraz, and H. Prade. Fuzzy set-based models in case-based reasoning. In Proc. of the 2nd International Conference on Case-Based Reasoning, 1997.
[3]
D. Dubois, L. Godo, H. Prade, and A. Zapico. Making decision in a qualitative setting: From decision under uncertainty to case-based decision. In Ted Senator and Bruce Buchanan, editors, Proc of the 14th National Conf. on AI and the Ninth Innovative Applications of AI Conf., pages 588--593, Menlo Park, California, 1998. AAAI Press.
[4]
I. Gilboa and D. Schmeidler. Case-based decision theory. The Quarterly Journal of Economics, 110(3):605--639, 1995.
[5]
A. Josang, R. Ismail, and C. Boyd. A survey of trust and reputation systems for online service provision (to appear). Decision Support Systems.
[6]
D. B. Leake. Case-Based Reasoning: Experiences, Lessons, & Future Directions. AAAI Press/MIT Press, Menlo Park, 1996.

Cited By

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  • (2019)Agent-based cloud service negotiation architecture using similarity grouping approachInternational Journal of Wavelets, Multiresolution and Information Processing10.1142/S021969131941015718:01(1941015)Online publication date: 31-May-2019
  • (2015)Optimizing Negotiation Conflict in the Cloud Service Negotiation Framework Using Probabilistic Decision Making ModelThe Scientific World Journal10.1155/2015/8589752015(1-16)Online publication date: 2015
  • (2008)Partners selection in multi-agent systems by using linear and non-linear approachesTransactions on computational science I10.5555/1805820.1805823(37-60)Online publication date: 1-Jan-2008

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  1. Negotiation partners selection mechanism based on context-dependent similarity relations

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    cover image ACM Other conferences
    AAMAS '07: Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
    May 2007
    1585 pages
    ISBN:9788190426275
    DOI:10.1145/1329125
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 14 May 2007

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    Author Tags

    1. case-based reasoning
    2. possibility theory

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    Overall Acceptance Rate 1,155 of 5,036 submissions, 23%

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    Cited By

    View all
    • (2019)Agent-based cloud service negotiation architecture using similarity grouping approachInternational Journal of Wavelets, Multiresolution and Information Processing10.1142/S021969131941015718:01(1941015)Online publication date: 31-May-2019
    • (2015)Optimizing Negotiation Conflict in the Cloud Service Negotiation Framework Using Probabilistic Decision Making ModelThe Scientific World Journal10.1155/2015/8589752015(1-16)Online publication date: 2015
    • (2008)Partners selection in multi-agent systems by using linear and non-linear approachesTransactions on computational science I10.5555/1805820.1805823(37-60)Online publication date: 1-Jan-2008
    • (2008)Partners Selection in Multi-Agent Systems by Using Linear and Non-linear ApproachesTransactions on Computational Science I10.1007/978-3-540-79299-4_2(37-60)Online publication date: 2008

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