A C4.5 Decision Tree Based Algorithm for Web Pages Categorization
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    Abstract:

    Web text categorization can be applied to many domains such as information retrieval, news categorization, etc. Decision tree algorithm is a simple method for categorization and has been used extensively. This paper investigates the basic method and process to build a web classifier by means of C4.5 decision tree, which has various merits such as high categorization precision, high categorization speed, etc. Moreover, this paper proposes a C4.5 decision tree based frame of web pages classifier, and implements it on a web crawler. The experimental results show that this algorithm is highly effective.

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曹薇,张乃洲.一种基于C4.5决策树的Web页面分类算法.计算机系统应用,2010,19(10):195-198

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  • Received:March 07,2010
  • Revised:April 09,2010
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