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Design and Implementation of On-Line Hot Topic Discovery Model 被引量:14

Design and Implementation of On-Line Hot Topic Discovery Model
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摘要 Internet has become a major medium for infomation transmission, how to detect hot topic on web, track the event development and forecast emergency is important to many fields, particularly to some government departments. On the basis of the researches in the field of topic detection and tracking, we propose a model for hot topic discovery that will pick out hot topics by automatically detecting, clustering and weighting topics on the websites within a time period. Based on the idea of stock index, we also introduce a topic index approach in following the growth of topics, which is useful to analyze and forecast the development of topics on web. Internet has become a major medium for infomation transmission, how to detect hot topic on web, track the event development and forecast emergency is important to many fields, particularly to some government departments. On the basis of the researches in the field of topic detection and tracking, we propose a model for hot topic discovery that will pick out hot topics by automatically detecting, clustering and weighting topics on the websites within a time period. Based on the idea of stock index, we also introduce a topic index approach in following the growth of topics, which is useful to analyze and forecast the development of topics on web.
出处 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第1期21-26,共6页 武汉大学学报(自然科学英文版)
关键词 topic tracking stock index hot topic topic weight topic tracking stock index hot topic topic weight
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参考文献4

  • 1Zhou L.Machine Learning Classification for Detecting Trends in Textual Collections[]..2000
  • 2Carthy J,Smeaton A.The Design of a Topic Tracking Sys- tem.Proceedings of BCS-IRSG2000[].Cambridge.2000
  • 3Khoo KB,Ishizuka M.Topic Extractionfrom News Archive Using TF·PDF Algorithm.The Third International Con- ference on Web Information Systems Engineering( WISE’ 00)[].Singapore.2002
  • 4Allan J,Lavrenko V,Connell ME.A Month to Topic De- tection and Tracking in Hindi[].ACMTransactions on Asian Language Information Processing( TALIP).2003

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