Network-Centric Recommendation: Personalization with and in Social Networks

  title={Network-Centric Recommendation: Personalization with and in Social Networks},
  author={Amit Sharma and Dan Cosley},
  journal={2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing},
People often rely on the collective intelligence of their social network for making choices, which in turn influences their preferences and decisions. However, traditional recommender systems largely ignore social context, and even network-aware recommenders don't explicitly support social goals and concerns such as shared consumption and identity management. We present relevant theories and research questions for a more network-centric approach to recommendations and introduce Pop Core, a… CONTINUE READING
Highly Cited
This paper has 24 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.


Publications citing this paper.
Showing 1-10 of 18 extracted citations


Publications referenced by this paper.

Similar Papers

Loading similar papers…