Web page classification method using neural networks

• Main Authors: Selamat, Ali, Omatu, Sigeru, Yanagimoto, Hidekazu, Fujinaka, Toru, Yoshioka, Michifumi
• 格式: Article
• 语言: English
• 出版: Institute of Electrical Engineers of Japan 2003
• 主题: ZA4050 Electronic information resources
• 在线阅读: http://eprints.utm.my/id/eprint/3093/1/ieej-2.pdf; http://eprints.utm.my/id/eprint/3093/; http://www2.iee.or.jp/~english/publish/cont2003.html

Automatic categorization is the only viable method to deal with the scaling problem of the World Wide Web (WWW). In this paper, we propose a news web page classification method (WPCM). The WPCM uses a neural network with inputs obtained by both the principal components and class profile-based featur...