期刊文献+

新闻事件分析系统IEventMiner的设计

The Design of News Event Analysing System IEventMiner
在线阅读 下载PDF
导出
摘要 本文介绍了基于事件的新闻报道信息组织系统 IEventMiner 的设计思想和实现方法,该系统不但可以对新闻报道中的事件进行探测和追踪,还可以进行事件相关故事单元(RSU)的检索与分类。对 IEventMiner 系统的设计思路以及各功能模块进行了详细的说明,并给出了原型系统。与相关研究工作相比,该系统不但具有更好的可扩充性,而且更加稳定。 The design of an event-based news report information organization system IEventMiner is introduced. The system can not only detect and track the events in news report, but also retrieve and classify event relevant story units (RSU). The design idea and each functional module of the system IEventMiner are described in detail, and the implementation of prototype system is also described. Compared with related work, the system has a better expandability and performs better in stability.
出处 《计算机科学》 CSCD 北大核心 2006年第4期177-180,共4页 Computer Science
基金 国家自然科学基金(60473117) 国家"八六三"高技术研究发展计划基金(2001AA115123)资助
关键词 新闻报道 事件探测 事件追踪 检索与分类 News report, Event detection, Event tracking, Retrieval and classification
  • 相关文献

参考文献9

  • 1Allan J, Carbonell J, Doddington G, et al, Topic Detection and Tracking Pilot Study; [Final Report]. In: Proc. of the DARPA Broadcast News Transcription and Understanding Workshop,Morgan Kaufmann Publishers, Inc, 1998, 194-218
  • 2Lei Z, Wu L D, Lao S Y. A Method for Content-based News Story Classification in Data Mining, In: Proc. of the 11th ISPE International Conference on Concurrent Engineering,2004, 265-270
  • 3刘群,张华平,俞鸿魁,程学旗.基于层叠隐马模型的汉语词法分析[J].计算机研究与发展,2004,41(8):1421-1429. 被引量:200
  • 4谢毓香.辅助情报分析的新闻视频挖掘技术研究:[博士学位论文],长沙:国防科学技术大学,2004
  • 5Yang Y M, Jan O P, A Comparative Study on Feature Selectionin Text Categorization, In: Proc, of the 14th International Conference on Machine Learning, 1997. 412-420
  • 6Papka R. On-line New Event Detection, Clustering, and Tracking: EPhD Thesis]. University of Massachusetts at Amherst, 1999
  • 7Platt J. Probabilistic Outputs for Support Vector Machines and Comparisons to Regularized Likelihood Methods. in: Advances in Large Margin Classifiers, MIT Press, 1999. 61-74
  • 8Li S Z. Content-based Classification and Retrieval of Audio Using the Nearest Feature Line Method. IEEE Trans on Speech and Audio Processing, 2000,8(5):619-625
  • 9Joachims T. Transductive Inference for Text Classification Using Support Vector Machines. In: Proc. of the 16^th International Conference on Machine Learning, 1999. 200-209

二级参考文献27

  • 1H Y Tan. Chinese place automatic recognition research. In: C N Huang, Z D Dong, eds. Proc of Computational Language.Beijing: Tsinghua University Press, 1999
  • 2Zhang Huaping, Liu Qun, Zhang Hao, et al. Automatic recognition of Chinese unknown words recognition. First SIGHAN Workshop Attached with the 19th COLING, Taipei, 2002
  • 3S R Ye, T S Chua, J M Liu. An agent-based approach to Chinese named entity recognition. The 19th Int'l Conf on Computational Linguistics, Taipei, 2002
  • 4J Sun, J F Gao, L Zhang, et al. Chinese named entity identification using class-based language model. The 19th Int'l Conf on Computational Linguistics, Taipei, 2002
  • 5Lawrence R Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. Proc of IEEE, 1989,77(2): 257~286
  • 6Shai Fine, Yoram Singer, Naftali Tishby. The hierarchical hidden Markov model: Analysis and applications. Machine Learning,1998, 32(1): 41~62
  • 7Richard Sproat, Thomas Emerson. The first international Chinese word segmentation bakeoff. The First SIGHAN Workshop Attached with the ACL2003, Sapporo, Japan, 2003. 133~143
  • 8J Hockenmaier, C Brew. Error-driven learning of Chinese word segmentation. In: J Guo, K T Lua, J Xu, eds. The 12th Pacific Conf on Language and Information, Singapore, 1998
  • 9Andi Wu, Zixin Jiang. Word segmentation in sentence analysis.1998 Int'l Conf on Chinese Information Processing, Beijing, 1998
  • 10D Palmer. A trainable rule-based algorithm for word segmentation. The 35th Annual Meeting of the Association for Computational Linguistics (ACL'97), Madrid, 1997

共引文献199

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