| 基于Multi-agent的多用户协作垃圾邮件过滤系统的研究 |
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| 引用本文： | 陆年年,宋顺林.基于Multi-agent的多用户协作垃圾邮件过滤系统的研究[J].计算机工程与设计,2007,28(14):3523-3525. |
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| 作者姓名： | 陆年年 宋顺林 |
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| 作者单位： | 江苏大学计算机科学系 江苏镇江212013 |
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| 摘 要： | 基于单客户端的垃圾邮件过滤系统面对技术越来越高明的垃圾邮件发布者已经突现出它的弱点,多Agent技术为垃圾邮件过滤系统的设计提供了新的思路.旨在将Multi-agent技术和多用户协作的思想引入到垃圾邮件过滤系统中,提出了一个分布式的垃圾邮件过滤系统,使各邮件客户端能够互相协作,共享反垃圾邮件信息,从而提高单客户端垃圾邮件过滤的效果和准确率.
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| 关 键 词： | 垃圾邮件 邮件过滤 Multi-agent系统 朴素贝叶斯算法 协作过滤 多用户协作 反垃圾邮件 邮件过滤系统 研究 based system filtering collaborative 准确率 效果 信息 邮件客户端 分布式 思想 设计 Agent 发布者 高明 |
| 文章编号： | 1000-7024（2007）14-3523-03 |
| 修稿时间： | 2006-07-01 |
Research of multi-user collaborative E-mail filtering system based on multi-agent |
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| LU Nian-nian,SONG Shun-lin.Research of multi-user collaborative E-mail filtering system based on multi-agent[J].Computer Engineering and Design,2007,28(14):3523-3525. |
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| Authors: | LU Nian-nian SONG Shun-lin |
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| Affiliation: | Department of Computer Science, Jiangsu University, Zhenjiang 212013, China |
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| Abstract: | The disadvantages of the email filtering system based on the individual client will present when they face to the spammers who have some technologies.The technology of multi-agent provide a new idea for designing of the email filtering system.The idea of multi-agent and collaborative of users are introduced into email filtering system.A distributed email filtering system is designed to make the clients collaborate and communicate each other.This system can improve the accuracy of email filtering. |
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| Keywords: | spam email email filtering multi-agent system navie bayes collaborative filtering |
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