基于FIFA算法的文本分类

朱靖波,姚天顺

PDF(254 KB)
PDF(254 KB)
中文信息学报 ›› 2002, Vol. 16 ›› Issue (3) : 21-27.

基于FIFA算法的文本分类

  • 朱靖波1,姚天顺2
作者信息 +

FIFA - based Text Classification

  • ZHU Jing-bo1,YAO Tian-shun2
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History +

摘要

本文提出了一种简单有效的文本分类方法,其中采用基于FIFA算法的内容主题分析技术,实现文本的自动分类过程。文中详细论述了文本自动分类的基本过程和FIFA算法描述,最后给出了文本自动分类的实验结果和评价。

Abstract

We present a simple and effective approach for the task of text classification. The approach uses FIFA algorithm to text classification. In this paper the basic process of text classification task and FIFA algorithm are described in detail. At last some results of experiment and evaluations are discussed.

关键词

FIFA算法 / 主题识别 / 文本分类 / 自然语言处理

Key words

FIFA algorithm / topic identification / text classification / natural language processing

引用本文

导出引用
朱靖波,姚天顺. 基于FIFA算法的文本分类. 中文信息学报. 2002, 16(3): 21-27
ZHU Jing-bo,YAO Tian-shun. FIFA - based Text Classification. Journal of Chinese Information Processing. 2002, 16(3): 21-27

参考文献

[1] Salton. G, Automatic Text Processing : The Transformation : Analysis and Retrieval of Information by Computer , Addison - Wesley , Reading , Mass , 1989
[2] 李晓黎,刘继敏,史忠植. 概念推理网及其在文本分类中的应用. 计算机研究与发展,37 (9) : 1032 - 1038 ,2000年9月
[3] John M. Picrrc , On the automated classification of web sites , Linkoping Electronic Articles in Computer and Information Science , Vol.6 , 2001
[4] Thomas Bayer , Ingrid Renz ,Michael Stein , Ulrich Kressel , Domain and language independent feature extraction for statistical text categorization , proceedings of workshop on language engineering for document analysis and recognition - ed. by L. Evett and T. Rose , part of the AISB 1996 Workshop Series , Sussex University ,England ,April 96 ,21 - 32
[5] Antal van den Bosch , Walter Daelemans , Ton Weijters , Morphological analysis as classification : an inductive - learning approach , Proceedings of NEMLAP - 2 , 2 , July , 1996
[6] Manuel de Buenaga Rodriguez , Jose Maria Gomez - llidalgo , Belen Diaz - agudo , Using WORDNET to complement training information in text categorization , Second International Conference on Recent Advances in Natural Language Processing , 1997
[7] Ellen Riloff and Wendy Lehnert , Information Extraction as Basis for High - precision Text Classification , ACM Transactions on Information System ,July 1994 ,12 (3)
[8] Zhu Jingbo , Yao Tianshun , FIFA : a simple and effective approach to text topic automatic identification , In : Proceedings of International Conference On Multilingual Information Processing 2002 , Shenyang , China , Feb. 2002 ,207 - 215
[9] 姚天顺等,自然语言理解. 清华大学出版社,1995

基金

国家863项目(863-301-7-7-B)
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