• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Zhou, Erzhong (Zhou, Erzhong.) | Zhong, Ning (Zhong, Ning.) | Li, Yuefeng (Li, Yuefeng.)

收录:

EI Scopus

摘要:

Topics in professional blogs mainly refer to specific techniques. Today, professional blog websites have been important information sources. However, information overload and the uncertainty of topic hotness evaluation have been obstacles for hot topic detection. The paper proposes a method of detecting hot topics in professional blogs. The proposed method is based on the characteristics of the professional blogs and mainly analyzes candidate topics that are likely to be hot. First, a word network based on high frequency keywords and co-occurrences of the keywords is constructed, and then the candidate topics are extracted by analyzing the structure of the word network. The opinion networks with respect to the topics in different time intervals are subsequently constructed for opinion analysis. Finally, hot topics are identified by computing the user participation degree, opinion communication degree, and timeliness of the candidate topics. Experimental results show the proposed method is feasible and reasonable. © 2011 Springer-Verlag.

关键词:

Blogs Professional aspects

作者机构:

  • [ 1 ] [Zhou, Erzhong]International WIC Institute, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Zhong, Ning]International WIC Institute, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Zhong, Ning]Department of Life Science and Informatics, Maebashi Institute of Technology, 460-1 Kamisadori-Cho, Maebashi 371-0816, Japan
  • [ 4 ] [Li, Yuefeng]Faculty of Science and Technology, Queensland University of Technology, Brisbane, QLD 4001, Australia

通讯作者信息:

电子邮件地址:

查看成果更多字段

相关关键词:

相关文章:

来源 :

ISSN: 0302-9743

年份: 2011

卷: 6890 LNCS

页码: 141-152

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 9

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 2

在线人数/总访问数:833/2899357
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司