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ATAL
2005
Springer

On possibilistic case-based reasoning for selecting partners for multi-attribute agent negotiation

10 years 3 months ago
On possibilistic case-based reasoning for selecting partners for multi-attribute agent negotiation
We propose an enhanced mechanism for selecting partners for multi-attribute negotiation. The mechanism employs possibilistic case-based reasoning. The possibility of successful negotiation for each potential partner is predicted on the basis of its behaviour in previous multi-attribute negotiations. The qualitative expected utility for each potential partner is derived and the agents are ordered according to the values of these utilities. The order determines who is more and who is less desirable partner for negotiation. The proposed approach allows choosing the most prospective negotiation partners based on small sample of historical cases of previous interactions even if the previous situations are different from the current one. A simple example of calculations is presented to demonstrate the proposed approach. Categories and Subject Descriptors I.2 [Artificial Intelligence]: Learning, Problem Solving General Terms Algorithms, Theory Keywords possibility theory, case-based reason...
Jakub Brzostowski, Ryszard Kowalczyk
Added 29 Jun 2010
Updated 29 Jun 2010
Type Conference
Year 2005
Where ATAL
Authors Jakub Brzostowski, Ryszard Kowalczyk
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