New interest-sensitive and network-sensitive method for user recommendation

New interest-sensitive and network-sensitive method for user recommendation

A new hybrid approach by incorporatin gusers’ interests and users’ friendships together to recommend new friends for target users is proposed.A variation of PageRank—Topic_Friend_PageRank(TFPR) is proposed,which can consider user interests and user friends at same time.Firstly,proposed method uses l...

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Bibliographic Details
Main Authors: Yan-min SHANG, Peng ZHANG, Ya-nan CAO
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2015-02-01
Series:Tongxin xuebao
Subjects:
social network
friendship
topic model
PageRank algorithm
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015040/
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