|
|
Automatic Chinese Summarization Model Based on Basic Elements Method |
Cheng Qianqian Tian Dagang |
(Business School, University of Shanghai for Science and Technology, Shanghai 200093, China) |
|
|
Abstract The article proposes a model of automation Chinese summarization based on the basic elements method(BESM). The model uses the basic elements method theory, and it has some advantages that comparing with the model based on words, the model shows more symantic information. Combining the symantic information with statistic approach makes our summarization more precise and quick. Finally,the experiment results show that the BESM is better than common method.
|
Received: 22 January 2010
Published: 25 February 2010
|
|
Corresponding Authors:
Cheng Qianqian
E-mail: cheng2qian@163.com
|
About author:: Cheng Qianqian,Tian Dagang |
[1] 江开忠,李子成,顾君忠.自动文本摘要方法[J].计算机工程, 2008, 34(1): 221-223.
[2] Dragomir R, Jing H Y, Malgorzata B. Centroid-based Summarization of Multiple Documents: Sentence Extraction, Utility-based Evaluation and User Studies [J]. Information Processing and Management, 2004, 40(6):919-938.
[3] Hovy E, Lin C Y, Zhou L. Evaluating DUC 2005 Using Basic Elements[C]. In:Proceedings of the Document Understanding Conference, Canada.2005.
[4] Akiko Yamamoto, Junichi Fukumoto. Automatic Evaluation of Question Answering System Based on BE Method [C]. In:Proceedings of the 23rd International Technical Conference on Circuits/Systems, Computers and Communications.2008:613-616.
[5] 刘德喜,姬东鸿.基于基本要素的文摘内容连贯性评测模型[J].计算机学报, 2008, 31(4): 628-635.
[6] 刘德喜,何炎祥,姬东鸿,等.基于基本要素向量空间的英文多文档自动文摘[J].计算机工程, 2007, 33(14): 166- 167, 170.
[7] 苗守谦,卫志华.中文文本信息处理的原理与应用[M].北京:清华大学出版社, 2007:109-150.
[8] Baeza-Yates R, Ribeiro-Neto B. Modern Information Retrieval[M]. New York: Addison Wesley, 1999: 27-30.
[9] 任纪生,张驰,王作英.一种基于词序信息的自动文摘方法[J].计算机工程与设计, 2007,28(1):178- 181.
[10] 袁津生,赵传刚.搜索引擎与信息检索教程[M].北京:中国水利水电出版社, 2008:42-71,156-181.
[11] Salton G,Wong A,Yang C S. A Vector Space Model for Automatic Indexing[J]. Communications of the ACM, 1975, 18(11): 613-620.
[12] Webb A R. Statistical Pattern Recognition [M]. 2nd Edition. John Wiley & Sons, 2002: 376-379.
[13] Chali Y, Joty S R. Selecting Sentences for Answering Complex Questions[C].In: Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing.2008:304-313.
[14] 王萌,李春贵,唐培和,等.一种主题句发现的中文自动文摘研究[J].计算机工程, 2007,33(8):180- 181,189.
[15] 中国新闻网.温家宝出席世博国际论坛开幕式并发表演讲[EB/OL].[2009-11-12].http://www.chinanews.com.cn/expo/news/2009/11-12/1960688.shtml.
[16] 人民网.第七届中国2010年上海世博会国际论坛闭幕式闭幕词[EB/OL].[2009-11-12].http://2010.people.com.cn/GB/10368942.html. |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|