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作者:

Du, Yong-Ping (Du, Yong-Ping.) (学者:杜永萍)

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EI Scopus PKU CSCD

摘要:

Topic detection recognizes the new topic in a stream of news stories. This task becomes the hotspot research direction in the field of natural language processing in recent years. In this paper, the effective features in the story document are extracted, and the vector centered model is taken to represent the topic and the story. The algorithm of incremental clustering is carried out for topic detection, which will identify the emergence of new events and also merge the story to the corresponding topic cluster. Finally, we give the statistical data analysis and achieve the performance of 75% F value on the test set. Topic detection will also provide the efficient guidance for judging the hot spots in the web.

关键词:

Clustering algorithms Natural language processing systems

作者机构:

  • [ 1 ] [Du, Yong-Ping]Institute of Computer Science, Beijing University of Technology, Beijing 100124, China

通讯作者信息:

  • 杜永萍

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来源 :

Journal of Beijing University of Technology

ISSN: 0254-0037

年份: 2009

期: SUPPL.

卷: 35

页码: 122-127

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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