Intelligence text categorization based on Bayes algorithm

被引：0
|
作者：
Yu, F [1 ]
An, JY [1 ]
Li, H [1 ]
Zhu, ML [1 ]
Yang, OY [1 ]
机构：
[1] Hunan Univ, Sch Comp & Commun, Changsha, Hunan Province, Peoples R China
来源：
ICIA 2004: Proceedings of 2004 International Conference on Information Acquisition | 2004年
关键词：
text categorization; information processing; Bayes categorization algorithm;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Text categorization is the basic technology of information process, query and retrieval. This paper introduces some improvements of the Bayes categorization algorithm based on a advanced research on current algorithm. In addition, it considers the probable risk of mistaking the related text for unrelated one during the text categorization and puts forward a proposal of a text categorization model of minimal-risk Bayes decision. The results of our experiments prove that it promotes the precision of text categorization.
引用
收藏
页码：347 / 350
页数：4
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