| SVM在电子邮件自动分类系统中的应用 |
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| 引用本文： | 张洪军.SVM在电子邮件自动分类系统中的应用[J].山东师范大学学报(自然科学版),2009,24(1):43-45. |
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| 作者姓名： | 张洪军 |
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| 作者单位： | 山东省工会管理干部学院信息工程系,250100,济南 |
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| 摘 要： | 随着电子邮件数量的增多，如何对电子邮件进行有效的分类，工且过滤出垃圾邮件，成为一个令很多用户烦恼的问题．本文设计并初步实现了一个基于支持向量机的自动邮件分类系统．该系统位于邮件客户端，能对已有邮件样本进行自主学习，并自动从邮件服务器接收新到邮件进行分类和垃圾过滤．
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| 关 键 词： | 电子邮件 支持向量机 分类 特征选择 |
SUPPORT VECTOR MACHINES APPLIED IN EMAIL AUTOMATIC CLASSIFICATION |
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| Zhang Hongjun.SUPPORT VECTOR MACHINES APPLIED IN EMAIL AUTOMATIC CLASSIFICATION[J].Journal of Shandong Normal University(Natural Science),2009,24(1):43-45. |
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| Authors: | Zhang Hongjun |
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| Institution: | Zhang Hongjun ( Department of Information Engineering,Shandong Trade Unions＇College,250100, Jinan, China ) |
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| Abstract: | With an increase in the number of email, how to effective classify email and filter out spam bothers many people. This paper describes the design and initial implementation of a mail classification system based on support vector machine. The system at the mail client will study mail samples itself, automatically download mail from mail server and mail sorting and filtering. |
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| Keywords: | email SVM classification feature seletion |
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