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文章基本信息

  • 标题:Improving Personal Product Recommendation via Friendships’ Expansion
  • 本地全文:下载
  • 作者:Chunxia Yin ; Tao Chu
  • 期刊名称:Journal of Computer and Communications
  • 印刷版ISSN:2327-5219
  • 电子版ISSN:2327-5227
  • 出版年度:2013
  • 卷号:1
  • 期号:5
  • 页码:1-8
  • DOI:10.4236/jcc.2013.15001
  • 出版社:Scientific Research Publishing
  • 摘要:The trust as a social relationship captures similarity of tastes or interests in perspective. However, the existent trust information is usually very sparse, which may suppress the accuracy of our personal product recommendation algorithm via a listening and trust preference network. Based on this thinking, we experiment the typical trust inference methods to find out the most excellent friend-recommending index which is used to expand the current trust network. Experimental results demonstrate the expanded friendships via superposed random walk can indeed improve the accuracy of our personal product recommendation.
  • 关键词:Personal Product Recommendation; Trust Inference; Listening and Trust Preference Network
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