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New Technology of Library and Information Service  2002, Vol. 18 Issue (3): 23-27    DOI: 10.11925/infotech.1003-3513.2002.03.07
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The Explore of the Automatic Abstracting Based on Text Structure
Shen Weijie
(Department of Information Management,Nanjing University,Nanjing 210093,China)
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Abstract  

In this paper, the author first discusses the necessity of automatic abstracting, and then introduces its technology background. This paper mainly discusses the characters of the text structure-based automatic abstracting and the methods to realize it. The author evaluates several mathematic models and gives some opinions on them,and also points out the flaws of the traditional methods of automatic abstracting and gives some advice on solving the problems. In the end, the author discusses the application of automatic abstracting in the KDD (Knowledge Discovery from the Data) field.

Key wordsAutomatic abstracting      Text structure      Relation net      Relation database      Apery arithmetic      Text information mining      KDD     
Received: 23 November 2001      Published: 25 June 2002
ZTFLH: 

G356.7

 
Corresponding Authors: Shen Weijie   
About author:: Shen Weijie

Cite this article:

Shen Weijie. The Explore of the Automatic Abstracting Based on Text Structure. New Technology of Library and Information Service, 2002, 18(3): 23-27.

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https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2002.03.07     OR     https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2002/V18/I3/23

[1] 苏新宁,邵波.信息传播技术.南京,南京大学出版社,1998,P92
[2] 洪奇.注视未来.计算机世界,2001,(1)
[3]  LUHN, H.P.: 'The automatic creation of literature abstracts', IBM Journal of Research and Development, 1958,(2), 159-165. 
[4] 刘挺,王开铸.自动文摘的四种主要方法.情报学报,1999,18(1):10
[5]  杨晓兰,钟义信.基于全信息词典的自动文摘系统研究与实现.情报学报,1997,16(6):410
[6] 苏海菊,王永成.中文科技文献文摘的自动编写.情报学报,1989,8(6):433
[7] G.Salton,J.Allan,C.Buckleym,Amit Singhal:Automatic Analysis,Theme Genaration,and Summarization of Machine-Readable Texts. Science ,1994, 264 (3):1421-1426
[8] G.Salton,J.Allan,A.Singhal:Automatic Text Decomposition and Structuring. Information Processing & Management,1996,32(2):127-138
[9]  G.Salton,A.Singhal,M.Mitra,C.Buckley:Automatic Text Structuring and Summarization.Information Processing & Management,1997,33(2):193-207
[10] Branimir K. Boguraev,Mary S. Neff:Discourse Segmentation in Aid of Document Summarization,2000
[11] Michele Banko:Generating Extraction-Based Summaries from Hand-Written Summaries  by Aligning Text Spans,1999
[12] Hongyan Jing,Kathleen R.Mckeown:The Decomposition of Human-Written Summary Sentences,1999
[13]   Dragomir R.Radev:Centroid-based summarization of multiple documents:sentence extraction,utility-based evaluation,and user studies,1999
[14]   Jade Goldstein:Automatic Text Summarization of Multiple Documents,1999
[15]   Satoru FUJITANI:A Summary Sentence Extraction Method for Web-based Mailing List Review Application and Its Effectiveness Study,1999

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