• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

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

Indexed by:

EI Scopus PKU CSCD

Abstract:

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.

Keyword:

Natural language processing systems Clustering algorithms

Author Community:

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

Reprint Author's Address:

  • 杜永萍

Email:

Show more details

Related Keywords:

Related Article:

Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2009

Issue: SUPPL.

Volume: 35

Page: 122-127

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

Online/Total:488/10651371
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.