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Popularity prediction of burst event in microblogging

  • Jiangxi University of Finance and Economics

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Every day, thousands of burst events are generated in microblogging first, and then affect the public opinion to a large degree. Thus, it is quite necessary to find out "how hot the burst event will be in the future". In this paper, we propose a prediction model which combines the analysis of event content and users' interest to predict the volume of the burst event in the implicit network. Particularly, it is assumed that different user has different influence power and different interest in the burst event. The popularity of an event depends on the volumes produced by the users infected in the past and its historical popularity. Experimental results show the superior performance of our approach.

源语言英语
主期刊名Web-Age Information Management - 15th International Conference, WAIM 2014, Proceedings
出版商Springer Verlag
484-487
页数4
ISBN(印刷版)9783319080093
DOI
出版状态已出版 - 2014
活动15th International Conference on Web-Age Information Management, WAIM 2014 - Macau, 中国
期限: 16 6月 201418 6月 2014

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8485 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议15th International Conference on Web-Age Information Management, WAIM 2014
国家/地区中国
Macau
时期16/06/1418/06/14

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