改进的Naive Bayes技术在反垃圾邮件系统中的应用

Improved Naive Bayes tech applying in anti-spam filtering

目的简化并改进中文反垃圾邮件系统。方法改进Naive Bayes算法且结合利用垃圾邮件规律的规则过滤,这套方案也在Linux/Solaris系统平台下的软件编程。结果在邮件服务器上对本方案进行了测试,结果显示这套方案取得了很好的过滤效果。结论改进的Naive Bayes技术可提高反垃圾邮件过滤器的速度和效率。

Aim For the sake of improving the Chinese anti-spam system and make it simple. Methods Improve Naive Bayes arithmetic and rule-based filtering, and complete the software of this project under the Linux/Solaris system platform. Results And this software system is tested on the Internet mail server. Test result shows, this project has a better effect of anti-spam filtering. Conclusion The improved Naive Bayes tech can accelerate antispam system＇s speed and make it effective.