A Link Prediction Model using Similarity and Centrality based Features

被引:0
|
作者
Ankita [1 ]
Singh, Nanhay [2 ]
机构
[1] Indira Gandhi Delhi Tech Univ, Informat Technol, Delhi, India
[2] Ambedkar Inst Adv Commun Technol, CSE Dept, Delhi, India
关键词
online social network; link prediction; feature; data mining; predictive model;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With the recent development of internet, many users have started interacting and creating their relationship in online social network. These relationship and interaction between users can be represented as links in social network graph. At present, most of the link prediction methods used similarity based features only and few have used centrality based features for prediction. In this paper, we develop a link prediction model by combining similarity and centrality-based features of social network to improve the accuracy. The experimental result shows that by combing similarity and centrality based features we can improve the prediction accuracy of link prediction model.
引用
收藏
页码:415 / 417
页数:3
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