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Using Personality to Create Alliances in Group Recommender Systems

机译:使用个性来在组推荐系统中创建联盟

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Our recent work analyses the accuracy of group recommenders when using information about the personality and the social connections between the members of the group. The goal in this paper is the use of personality and trust as the mean to define alliances to reach agreements inside a group of people. The approach reproduces the behaviour of real users when negotiating a common item to consume using three variables: personality, trust and personal preferences. We run an experiment in the movie recommendation domain where we use a personality test to identify the group leaders and test the number of people they are able to convince about a certain item to consume.
机译:我们最近的工作分析了在利用有关人格的人格和集团成员之间的社会联系时,分析了集团推荐的准确性。本文的目标是使用个性和信任作为定义联盟的含义,以达到一群人内的协议。当使用三个变量时,该方法在协商常见项目时再现真实用户的行为:人格,信任和个人偏好。我们在电影推荐领域进行了一个实验,我们使用个性测试来识别组领导者并测试他们能够说服某个项目的人数。

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