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基于局部中心度的在线论坛意见领袖发现算法

俞淮 郑倩冰 毛羽刚 朱培栋

计算机技术与发展2012,Vol.22Issue(4):9-11,15,4.
计算机技术与发展2012,Vol.22Issue(4):9-11,15,4.

基于局部中心度的在线论坛意见领袖发现算法

An Algorithm for Online Forum Opinion Leaders Discovery Based on Local Centrality

俞淮 1郑倩冰 1毛羽刚 1朱培栋1

作者信息

  • 1. 国防科学技术大学计算机学院,湖南长沙410073
  • 折叠

摘要

Abstract

During the formation of network public opinion, opinion leaders in the network will greatly affect the direction of network public opinion. With the expansion of the influence of network public opinion,domestic and foreign scholars have begun to focus on the study of opinion leaders in online forums. Investigated an online forum and constructed a social network with the replying relations between posts and comments mapped to relations between posters and comment authors. Individual in-degree indicates the degree of concern while local centrality of an individual directly reflects the number of individuals that individual has direct contact with. Proposed an algorithm for discovering opinion leaders in online forums based on the idea of in-degree and local centrality, and analyse interactions between individuals. Took a forum as a subject, found out the opinion leaders, and verified the correctness of the algorithm by analyzing the experimental results.

关键词

意见领袖/社会网络分析/在线论坛/局部中心度

Key words

opinion leader/ social network analysis/ online forum/ local centrality

分类

信息技术与安全科学

引用本文复制引用

俞淮,郑倩冰,毛羽刚,朱培栋..基于局部中心度的在线论坛意见领袖发现算法[J].计算机技术与发展,2012,22(4):9-11,15,4.

基金项目

国家自然科学基金项目(60873214,61170285) (60873214,61170285)

计算机技术与发展

OACSTPCD

1673-629X

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