Including social factors in an argumentative model for Group Decision Support Systems

被引:35
|
作者
Recio-Garcia, Juan A. [1 ]
Quijano, Lara [1 ]
Diaz-Agudo, Belen [1 ]
机构
[1] Univ Complutense Madrid, Sch Comp, E-28040 Madrid, Spain
关键词
Decision Support Systems; Negotiation Support Systems; Personality; Social networks; Trust; Multi-agent systems; TRUST;
D O I
10.1016/j.dss.2013.05.007
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a Decision Support System for groups of people where each user delegates to an agent that represents her preferences and argues with other agents to obtain the best alternative for the whole group. The novelties of our approach are the inclusion of users' social factors, personality and trust, in the argumentation process and the negotiation system, plus a multi-agent architecture that represents the social connections within the group. Therefore, our model simulates the argumentations made by real users to agree on a concrete product in a very accurate way. As a case study, we have tested our theories in the movie recommendation domain with real social networks. We have concluded that distributed models and argumentation techniques including personality and social trust improve the satisfaction of users involved in a group decision making process. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:48 / 55
页数:8
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