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基于Peoplerank的微博用户可信度排序算法

李文政 张云飞 周思琪 李鑫

微型电脑应用2017,Vol.33Issue(5):4-7,4.
微型电脑应用2017,Vol.33Issue(5):4-7,4.

基于Peoplerank的微博用户可信度排序算法

User Credibility Evaluation Algorithm Based on Peoplerank

李文政 1张云飞 1周思琪 1李鑫1

作者信息

  • 1. 河海大学计算机与信息学院,南京211100
  • 折叠

摘要

Abstract

In order to enhance the stability and rationality in ranking the credibility of micro-blog users,an attention circle feature-based user credibility evaluation algorithm is proposed with the use of the idea of Peoplerank.The algorithm introduces the characteristics of the user's attention circle as the key factor to weight and modify the process of iteration,then the rank value is optimized.Experimental result shows that the proposed algorithm is suitable for the social data sets in different sizes,and it is more rational to sort and evaluate the credibility of user.

关键词

微博/用户可信度/Peoplerank/排序/关注圈

Key words

Micro-blog/User credibility/Peoplerank/rank/Attention circle

分类

信息技术与安全科学

引用本文复制引用

李文政,张云飞,周思琪,李鑫..基于Peoplerank的微博用户可信度排序算法[J].微型电脑应用,2017,33(5):4-7,4.

基金项目

水利部公益性行业科研专项重点项目(201501007) (201501007)

NSFC-广东联合基金重点项目(U1301252) (U1301252)

国家科技支撑计划项目(2013BAB06B04 ()

HNKJ13-H17-04) ()

国家自然科学基金面上项目(61272543) (61272543)

微型电脑应用

OACSTPCD

1007-757X

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