Social Structure and Personality Enhanced Group Recommendation

نویسندگان

  • Michal Kompan
  • Mária Bieliková
چکیده

The social aspects of the group members are usually omitted in today’s group recommenders. In this paper we propose novel approach for the intergroup processes modeling, while the friendship type, user’s personality and the group context is considered in order to reflect the group member influence. Moreover, the bi-directional emotional contagion is reflected by the spreading activation over the influence graph. In this manner we are able to compute adjusted ratings for recommended items which reflect and simulates the real users’ preferences.

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تاریخ انتشار 2014