An Algorithm for Inconsistency Resolution in Recommendation Systems and Its Application in Multi-Agent Systems

Authors:
Michał Malski
Affiliations:
Institute of Computer Science, The State Higher Vocational School in Nysa, Nysa, Poland 48-300
Venue:
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Year:
2009

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Abstract

This paper presents an algorithm for resolving inconsistency in Web-based recommendation systems and its application in multi-agent systems. This consensus-based algorithm has been presented in the previous paper and describes how it is possible to propose concrete (one of all possible) way of usage of the system (usage path) for individual user. In this work the statistical verification of the algorithm is presented which confirms its effectiveness. Some results of the experiments are also included and a conception for its application in multi-agent systems is presented.