期刊文献+

突发事件Web新闻中时间信息分析及抽取 被引量:11

Analysis and extraction on temporal information of Web news under emergencies
下载PDF
导出
摘要 为了更深入地挖掘突发事件Web新闻并应用于应急管理,提出了突发事件Web新闻时间抽取方法。首先引入中文的时间关系理论;然后从突发事件Web新闻的时间构成、时间位置特征以及时间常用词三个方面分析了突发事件Web新闻的表达特征;基于此,提出突发事件Web新闻的时间抽取方法,通过统计学习,正确率较理想;最后,基于已抽取到的事件发生时间信息,程序实现了突发事件Web新闻排序。 To make deeply mining in Web news under emergencies and be applied to emergency management,temporal information extraction method for Web news under emergencies is proposed.The Chinese temporal relation is firstly brought in. Then expression features of Web news are concluded from the time composition, time location and commonly used temporal words.Thirdly the Web news time information extraction method is proposed,which is proved satisfactory at accuracy.At last, the Web news rank under emergencies is implemented based on the occurring time extracted by this method.
出处 《计算机工程与应用》 CSCD 北大核心 2010年第34期107-110,共4页 Computer Engineering and Applications
基金 国家自然科学基金(No.90924020 No.70971005) 国家科技支撑计划重大专项(No.2006BAK04A23)~~
关键词 突发事件 发生时间 Web新闻排序 信息抽取 emergencies occurring time Web news ranking information extraction
  • 相关文献

参考文献18

  • 1Setzer A.Temporal information in newswire articles: An annotation scheme and corpus study[D].University of Sheftield,2001.
  • 2Stevenson S, Merlo P.Automatic verb classification using distributions of grammatical features[C]//Proceedings of the Ninth Conference of the European Chapter of the Association for Computational Linguistics, 1999:45-52.
  • 3Tsang V, Stevenson S.Automatic verb classification using multilingual resources[C]//Proceedings of Fifth Computational Natural Language Learning Workshop,2001:30-37.
  • 4Schilder F, Habel C.From temporal expressions to temporal information: Semantic tagging of news messages[C]//Proeeedings of the ACL-2001 Workshop on Temporal and Spatial Information Processing,2001.
  • 5Li Wen-jie, Wong K F, Yuan Chun-fa.Toward automatic Chinese temporal information extraction[J].Journal of the American Society for Information Science and Technology, 2001,52 (9) :748-762.
  • 6Wong K F,Li Wen-jie,Yuan Chun-fa,et al.Temporal representation and classification in Chinese[J].International Journal of Computer Processing of Oriental Languages, 2002, 15 (22): 211-230.
  • 7Zhu X D, Yuan C F, Wong K F, et al.An algorithm for situation classification of Chinese verbs[C]//Proceedings of the Second Chinese Language Processing Workshop,2000(10) : 140-145.
  • 8Filatova E, Hovy E.Assigning time-stamps to event-clauses[C]// Proceedings of the Workshop on Temporal and Spatial Information Processing, 2001 (7).
  • 9Schilder F, Habel C.From temporal expressions to temporal information:Semantic tagging of news messages[C]//Mani I,Pustejovsky J, Gaizauskas R.The Language of Time:A Reader.[S.l.]: Oxford University Press,2005.
  • 10Wilson G, Mani I, Sundheim B, et al.A multilingual approach to annotating and extracting temporal information[C]//Proceedings of the Workshop on Temporal and Spatial Information Processing,2001 (7).

二级参考文献43

共引文献36

同被引文献127

引证文献11

二级引证文献64

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