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微博中基于用户偏好的信息传播研究

王金辉 贺利坚 张伟 童向荣

计算机工程与科学2013,Vol.35Issue(3):140-144,5.
计算机工程与科学2013,Vol.35Issue(3):140-144,5.DOI:10.3969/j.issn.1007-130X.2013.03.023

微博中基于用户偏好的信息传播研究

Research of user preference based information dissemination in microblog

王金辉 1贺利坚 1张伟 1童向荣1

作者信息

  • 折叠

摘要

Abstract

Analyzing users' behaviors is one of the important topics about web social analysis. It includes modeling the behavior and preferences of individuals and groups. For predicting the trends of information diffusion in web social networks, with Microblog for the platform, varies of factors to let the users make decisions are extracted, the relationships between these factors and information processing are analyzed and some potential preferences are mined basing on the statistics analysis of users' history behavior information by the researchers. Therefore, the users' preference model is established by CP-nets, which could represent the preferences among all the attributes,and according to its induced graph the best combination of features will be selected to measure the possibility of forwarding a topic by one person.

关键词

社会网络分析/偏好建模/微博/决策

Key words

social networks analysis preferences modeling /micro-blog/ make decisions

分类

信息技术与安全科学

引用本文复制引用

王金辉,贺利坚,张伟,童向荣..微博中基于用户偏好的信息传播研究[J].计算机工程与科学,2013,35(3):140-144,5.

基金项目

国家自然科学基金资助项目(61170224) (61170224)

山东省自然科学基金资助项目(ZR2011FL018,ZR2012FL07) (ZR2011FL018,ZR2012FL07)

山东科技发展计划资助项目(2012GGB01017) (2012GGB01017)

山东省教育厅科技计划资助项目(J11LG35,J10LG27) (J11LG35,J10LG27)

计算机工程与科学

OA北大核心CSCDCSTPCD

1007-130X

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