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  • Future Research Directions in Social Recommendation

    From the tutorial published by Martin Ester in RecSys 2013

    Future Research Directions

    --Recommendation in heterogeneous networks with more than 2 entity types

       --How to recommend entities of one type to entities of another type?

    --Explanation of social recommendations

      --A. Papadimitriou, P. Symeonidis, Y. Manolopoulos: A generalized taxonomy of explanations styles for traditional and social recommender systems, Data Mining and     Knowledge Discovery, 24(3), 555- 583, 2012.

      --A. Sharma, D. Cosley: Do social explanations work? Studying and modeling the effects of social explanations in recommender systems, WWW 2013

    --How to preserve privacy when employing social networks?

    --Recommendation in mobile social networks
      --Can we develop distributed algorithms?
      -- How to exploit the user location?
    --Recommendation in social networks with user-generated content
       --How can we integrate topic models?

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  • 原文地址:https://www.cnblogs.com/guolei/p/3419852.html
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