基于K 唱近邻法及移动agent 技术的垃圾邮件检测系统研究倡.pdf

文档介绍：第 26 卷第 7 .7
2009 年 7 月 Vol .2009No
Application Research puters Jul
基于 K唱近邻法及移动 agent 技术的
垃圾邮件检测系统研究倡
1 1 2
王龙, 李晓光, 钟绍春
(, 沈阳 110036; , 长春 130024)
摘要: 为了解决日益严重的垃圾邮件问题,设计了一个新型的基于唱近邻法及移动技术的垃圾邮件检
K agent
测系统。简单介绍了唱近邻法及移动技术,详细阐述了基于唱近邻法及移动技术的垃圾邮件检测
K agent K agent
系统的体系结构、工作流程和关键技术。实验结果表明,与同类系统相比,该系统执行速度提高了,对网络稳定
性的要求比较低,能够有效阻止垃圾邮件的传播。
关键词: 唱近邻法; 移动代理; 垃圾邮件; 垃圾邮件检测
K
中图分类号: 393 文献标志码: 文章编号: 1001唱3695(2009)07唱2630唱03
TP A
: /. .
doi j issn
Research of spam detection system based on KNN and mobile agent
1 , 唱 1 , 唱 2
WANG Long LI Xiao guang ZHONG Shao chun
( of Information, Liaoning University, Shenyang 110036, China; of Ideal Information Technology, Northeast Normal Uni唱
versity, Changchun 130024, China)
Abstract: ,
, For solving the growing problem of spam designed and implemented, a new spam detection system based on mobile唱
agent introduced the relevant. technology and the structure, of this system presented some key technology in the process of im唱
plementation. were presented By experimental simulations the test result validated the purpose of this system for spam detec
ting
Key words: 唱( ); ; ;
K nearest neighbor KNN mobile agent spam spam detection
邮件检测主要是将垃圾邮件从邮件中过滤出去,邮件的过本进行分类,因此在垃圾邮件检测中得到广泛应用。
滤技术主要包括基于黑白名单的过滤、基于邮件头信息分析的垃圾