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›› 2003, Vol. 29 ›› Issue (16): 171-173.

• 论文 • 上一篇    下一篇

一种新的电子邮件过滤系统模型的设计

蔡立军,施荣华   

  1. 湖南大学计算机与通信学院,中南大学信息科学与工程学院 长沙 410082
  • 发布日期:2003-08-25

Design of a New Model for E-mail Filter System

CAI Lijun1,SHI Ronghua2   

  1. (1.College of Computer and Communication of Hunan University, Changsha 410082; 2.College of Information Science and Engineering ,Central South University,Changsha 410075)
  • Published:2003-08-25

摘要: 大量垃圾邮件的出现给用户收发E-mail带来了极大的困扰。该文在朴素贝叶斯算法的基础上,利用最小风险贝叶斯算法修正过滤器,设计出了一种新的电子邮件过滤系统模型。重点讨论了实现该系统所需处理的几个关键问题,最后给出了实验结果。

关键词: 邮件过滤, 最小风险贝叶斯, 向量空间模型, 特征抽取, 遗传算法

Abstract: The emergence of a sea of rubbish E-mail makes the users in great trouble collecting the E-mail. Based on the simple Bayesian arithmetic, this paper designs a new model for E-mail filter system using the least risk Bayes to revise the filter, discusses especially several key problems in dealing with the realization of the system, and lastly, brings forth the result of the experiment.

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