Chinese text categorization algorithm combined with feedback

Journal of Computer Applications ›› 2005, Vol. 25 ›› Issue (12): 2862-2864.

• Network and distributed techno • Previous Articles Next Articles

Chinese text categorization algorithm combined with feedback

CHEN Rui-fen

College of Mathematics and Computer Science,Nanjing Normal University,Nanjing Jiangsu 210097,China

Received:1900-01-01 Revised:1900-01-01 Online:2005-12-01 Published:2005-12-01

一种结合反馈方法的中文文本分类算法

陈瑞芬

南京师范大学数学与计算机科学学院

Abstract

Abstract: Combining with the traditional training-categorization framework and feedback,a Chinese text categorization algorithm was proposed.This algorithm made the process of text categorization be a "learn-application-learn again" one,added feedback technique to the construction of categorization machine.The efficiency of the algorithm was analyzed.Experiment results show that the algorithm is feasible.

Key words: text categorization, feedback, data mining

摘要： 结合传统的训练—分类文本分类算法与反馈方法，使文本分类过程成为一个“学习—应用—再学习”的逐步求精过程，在分类器的构造中加入反馈技术，并通过实验分析了算法的性能，实验证明算法是可行的。

关键词: 文本分类, 反馈, 数据挖掘

CLC Number:

TP391.1

CHEN Rui-fen. Chinese text categorization algorithm combined with feedback[J]. Journal of Computer Applications, 2005, 25(12): 2862-2864.

陈瑞芬. 一种结合反馈方法的中文文本分类算法[J]. 计算机应用, 2005, 25(12): 2862-2864.

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Chinese text categorization algorithm combined with feedback

一种结合反馈方法的中文文本分类算法

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