A MAS Approach for Group Recommendation Based on Negotiation Techniques
A MAS Approach for Group Recommendation Based on Negotiation Techniques
复制标题
基于协商技术的 MAS 群体推荐方法
DOI：
10.1007/978-3-319-39324-7_19
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发表时间：
2016
期刊：
影响因子：
--
通讯作者：
Carole Adam
中科院分区：
文献类型：
--
作者：
Christian Villavicencio;S. Schiaffino;J. A. D. Pace;Ariel Monteserin;Y. Demazeau;Carole Adam
Providing recommendation to groups of users has become a promising research area, since many items tend to be consumed by groups of people. Various techniques have been developed aiming at making recommendations to the group as a whole, but satisfying all group members in an even way still remains as a challenge. We propose a multi-agent approach based on negotiation techniques for group recommendation. In this approach we use the multilateral monotonic concession protocol to combine individual recommendations into a group recommendation. We applied our proposal in the movies domain. The results obtained indicate that using this negotiation protocol, users in the groups were more evenly satisfied than with traditional ranking aggregation approaches.
