| 垃圾邮件过滤研究与实现 |
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| 引用本文： | 黄涛,谢嵘. 垃圾邮件过滤研究与实现[J]. 山东大学学报(理学版), 2007, 42(9): 80-83 |
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| 作者姓名： | 黄涛 谢嵘 |
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| 作者单位： | 肇庆学院,软件学院,广东,肇庆,526061;华南理工大学,计算机科学与工程学院,广东,广州,510640 |
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| 基金项目： | 肇庆学院校科研和教改项目;肇庆学院校科研和教改项目;肇庆市科技资助项目 |
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| 摘 要： | 系统以垃圾邮件过滤为目标，设计并实现了一个垃圾邮件过滤系统SpamBlocker.该系统整合规则过滤、贝叶斯分类、病毒检测和黑/白名单等垃圾邮件检测技术，采用评分方法判断邮件的垃圾性，并利用规则过滤给贝叶斯分类提供学习样本，提高了系统对新垃圾邮件的适应性.
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| 关 键 词： | 垃圾邮件 规则过滤 贝叶斯分类 |
| 文章编号： | 1671-9352（2007）09-0080-04 |
| 修稿时间： | 2007-06-12 |
SPAM filtering and its realization |
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| HUANG Tao,XIE Rong. SPAM filtering and its realization[J]. Journal of Shandong University, 2007, 42(9): 80-83 |
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| Authors: | HUANG Tao XIE Rong |
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| Affiliation: | 1. Computer Science Department, Zhaoqing University, Zhaoqing 526061, Guangdong;2. South China University of Technology, School of Computer Science & Engineering, Guangzhou 510640 |
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| Abstract: | Aiming to concentrate on SPAM filtering, a filter system against spare named SpamBlocker was designed and implemented. This system integrates inspection technology for filtering spam such as rules-filtering, Bayes classification, virus scanning and black/white list. Furthermore, it adopts the rules of scoring to determine which mail is spare and to provide Bayes classification with samples for improvement by the filtering rules. As a result, it improves the system adaptation of faltering the emerging SPAM. |
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| Keywords: | SPAM filtering rule Bayes classification |
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