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计算机工程 ›› 2006, Vol. 32 ›› Issue (2): 189-190,193.

• 人工智能及识别技术 • 上一篇    下一篇

基于遗传算法、贝叶斯学习的网段反垃圾邮件系统

赖均,黄迪明,胡德昆   

  1. 电子科技大学计算机科学与工程学院,成都 610054
  • 出版日期:2006-01-20 发布日期:2006-01-20

E_mail Filtering System of Network Segement Based on Genetic Algorithom and Bayes Learning

LAI Jun, HUANG Diming, HU Dekun   

  1. School of Computer Science and Engineering, University of Electric Sience Technology of China, Chengdu 610054
  • Online:2006-01-20 Published:2006-01-20

摘要: 提出了一种基于贝叶斯方法的反垃圾邮件系统,讨论了其工作的基本思想及理论依据,并设计出该系统的体系结构。其中特别对该系统的邮件特征提取和自学习机制的理论进行了较为详尽的说明。最后,讨论了系统实现。

关键词: 邮件过滤;客户端过滤;贝叶斯分类器;垃圾邮件;特征提取;遗传算法

Abstract: This paper proposes one kind of Anti_Spam E_mail system, discusses the basical idea and theory basic of the system, and designs the architecture of it. It especially accounts for the E_mail property extracting and the self –taught mechanism. At finally, it discusses the implemetation of this E_mail system.

Key words: E_mail filtering; Filter of client; Bayesian classification; Junk of E_mail; Character extracting; Genetic algorithom