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Semi-automatic hot event detection

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成果类型:
期刊论文、会议论文
作者:
He, Tingting*何婷婷);Qu, Guozhong;Li, Siwei;Tu, Xinhui;Zhang, Yong;...
通讯作者:
He, Tingting(何婷婷
作者机构:
[He, Tingting] Tsing Hua Univ, Software Coll, Beijing 102201, Peoples R China.
Huazhong Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.
Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China.
通讯机构:
[He, Tingting] T
Tsing Hua Univ, Software Coll, Beijing 102201, Peoples R China.
语种:
英文
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2006
卷:
4093
页码:
1008-1016
会议名称:
Advanced Data Mining and Applications, Second International Conference, ADMA 2006, Xi'an, China, August 14-16, 2006, Proceedings
机构署名:
本校为其他机构
院系归属:
计算机学院
摘要:
In this paper, we propose a method to detect hot event automatically. We use all the web pages from Jan 1st 2005 to Dec 31st 2005, and detect new events by using incremental TF-IDF model and incremental cluster algorithm. Based on analysis of the attributes of events, we propose a method to measure the activity of events, then filter and sort the event according to the activity of events;finally a hot event list can be deri...

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