期刊文献+

时间信息在话题跟踪中的应用 被引量:1

Application of Temporal Information in Topic Tracking
下载PDF
导出
摘要 针对如何将时间信息嵌入话题跟踪系统进行了探究,比较倒数方式与跨度-交叉度方式各自对话题跟踪系统的影响。通过实验证明,跨度-交叉度的时间信息嵌入方式对于提升话题跟踪系统性能更有效。 Topic Tracking is one of the important tasks of TDT. And temporal information plays a role in describing a topic. In this paper, we discusses how to embed temporal information in Topic Tracking system and compares the reciprocal manner with the span-cross manner. Experiments show that the span-cross manner displays better in improving the TT system performance.
出处 《电子科技》 2012年第7期18-20,共3页 Electronic Science and Technology
关键词 时间信息 话题跟踪 跨度-交叉度 temporal information topic tracking span-cross manner
  • 相关文献

参考文献9

  • 1YAMRON J P, CARP I, GILLICK L, et al. Topic tracking in a news stream [ C]. Sanfrancisco: In Proceedmgs of the DAR- PA Broadcast News Tracnscription and Understanding Work- shop, 1999.
  • 2LOWE S A. The beta - binomial mixture model and its appli- cation to TDT tracking and detection [ C ]. San Francisco:In Proceedings of the DARPA Broadcast News Transcription and Understanding Workshop, 1999.
  • 3FRANZ M, MC CARLEY J S. Unsupervised and supervised clustering for topic tracking [ C ]. USA : Proceedings of the 24th annual international ACM SIGIR,2001:310 -317.
  • 4MA Nianli ,YANG Yiming, MONICA R. Applying CLIR tech- niques to event tracking[ M ]. Berlin Heidelberg:Springer - Verlag, 2005.
  • 5LARKEY L S, FENG F F, CONNELL M, et al. Language - specific models in muhilingual topic tracking [ C ]. Sheffield, UK: Proceedings of the 27th annual international conference on research and development in information retrieval, 2004: 402 - 409.
  • 6赵华,赵铁军,赵霞.时间信息在话题检测中的应用研究[J].计算机科学,2008,35(1):221-223. 被引量:9
  • 7王会珍,朱靖波,季铎,叶娜,张斌.基于反馈学习自适应的中文话题追踪[J].中文信息学报,2006,20(3):92-98. 被引量:17
  • 8薛晓飞,张永奎,任晓东.基于新闻要素的新事件检测方法研究[J].计算机应用,2008,28(11):2975-2977. 被引量:8
  • 9李保利,俞士汶.话题识别与跟踪研究[J].计算机工程与应用,2003,39(17):7-10. 被引量:61

二级参考文献30

  • 1宋丹,王卫东,陈英.基于改进向量空间模型的话题识别与跟踪[J].计算机技术与发展,2006,16(9):62-64. 被引量:23
  • 2James Allan,Jaime Carbonell,George Doddington et al.Topic Detection and Tracking Pilot Study:Final Report[C].In:Proceedings of the DARPA Broadcast News Transcription and Understanding Workshop,San Francisco ,CA,Morgan Kaufmann Publishers ,Inc, 1998:194-218.
  • 3Yiming Yang,Jaime Carbonell,Ralf Brown et al.Learning Approaches for Detecting and Tracking News Events[J].IEEE Intelligent Systems:.Special Issue on Applications of Intelligent Information Retrieval,1999;14(4) :32-43.
  • 4Wayne C.Multilingual Topic Detection and Tracking:Successful Research Enabled by Corpora and Evaluation[C].In:Language Resources and Evaluation Conference (LREC),2000 : 1487-1494.
  • 5James Allan (ed.).Topic Detection and Tracking : Event-based Information Organization[M].Kluwer Academic Publishers,2002.
  • 6James Allan,Victor Lavrenko,Hubert Jin.First Story Detection in TDT is Hard[C].In:Proceedings of 9th Conference on Information Knowledge Management CIKM ,2000: 374---381.
  • 7Yiming Yang,Tom Ault,Thomas Pierce et al.Improving Text Categorization Methods for Event Tracking[C].In:Proeeedings of the 23rd International Conference on Research and Development in Information Retrieval ( SIGIR-2000),2000: 65-72.
  • 8Alvin Martin,George Doddington,Terri Kamm et al.The DET Curve in Assessment of Detection Task Performance[C].In:Proceedings of Eurospeech 1997,1997:1895-1898.
  • 9Ying-Ju Chen,Hsin-His Chen.NLP and IR Approaches to Monolingual and Multilingual Link Detection[C].In:Proceedings of the 19^th International Conference on Computational Linguistics(COLING 2002).
  • 10James Allan.Topic Detection and Tracking:Event-based Information Organization[M].USA:Kluwer Academic Publishers,2002,1 -16.

共引文献89

同被引文献4

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部