| 基于组合算法的中文反垃圾邮件分类系统的研究* |
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| 引用本文： | 孙铁利,张婷婷.基于组合算法的中文反垃圾邮件分类系统的研究*[J].计算机应用研究,2008,25(6):1825-1827. |
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| 作者姓名： | 孙铁利 张婷婷 |
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| 作者单位： | 东北师范大学,计算机科学学院,长春,130117 |
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| 摘 要： | 论述了一种采用组合算法实现的垃圾邮件分类系统,并在Windows平台下用Visual Basic 6.0实现。本系统工作在邮件客户端,基于邮件内容的解析,相对于只使用基于分类器的垃圾邮件分类系统,不仅能有效快速地分类邮件,同时提高了分类的精度、降低误判率。
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| 关 键 词： | 垃圾邮件 向量空间算法 贝叶斯算法 组合算法 |
Research of Chinese anti-spam categorization system based on hybrid algorithm |
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| SUN Tie-li,ZHANG Ting-ting.Research of Chinese anti-spam categorization system based on hybrid algorithm[J].Application Research of Computers,2008,25(6):1825-1827. |
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| Authors: | SUN Tie-li ZHANG Ting-ting |
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| Abstract: | This paper discussed realizing junk mail Categorization System by a Hybrid Algorithm and implementing in Visual Basic 6.0 on Windows platform.This system worked on mail client and resolved based mail content.Relativing to junk mail Categorization System which only made use of single classifier,this system could classify mail effectivly and efficiently,at the same time this system could improve precision of classifying mail and reduce miscarriage of justice ratio. |
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| Keywords: | spam vector space model bayesian algorithm hybrid algorithm |
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