节点文献
人工神经网络在文本分类中的应用
Application of Artificial Neural Network in Text Categorization
【摘要】 给出一种基于多层前馈神经网络的中文文本分类模型,介绍了该模型的设计和实现。对于文本分类的核心训练算法,给出主要步骤的推导过程;最后给出了神经网络模型分类性能的测试结果。
【Abstract】 This paper presents a text categorization model based on multilayered feedforward neutral network, and introduces the design and implementation of this model. The main deducing steps are presented in the core-training algorithm of text categorization. Finally, testing results of this model’s sorting performance are presented.
【关键词】 文本分类;
人工神经网络;
训练算法;
【Key words】 Text Categorization; Artificial Neural Network; Training Algorithms;
【Key words】 Text Categorization; Artificial Neural Network; Training Algorithms;
【基金】 国家“863”计划资助项目(2001AA135080)
- 【文献出处】 计算机应用研究 ,Application Research of Computers , 编辑部邮箱 ,2005年10期
- 【分类号】TP391.1
- 【被引频次】42
- 【下载频次】544