| 基于最小风险贝叶斯算法的邮件过滤系统设计 |
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| 引用本文： | 曾强,张小敏,翟少华.基于最小风险贝叶斯算法的邮件过滤系统设计[J].河北师范大学学报(自然科学版),2006,30(4):403-406. |
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| 作者姓名： | 曾强 张小敏 翟少华 |
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| 作者单位： | 河北化工医药职业技术学院,信息工程系,河北,石家庄,050031;河北化工医药职业技术学院,信息工程系,河北,石家庄,050031;河北化工医药职业技术学院,信息工程系,河北,石家庄,050031 |
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| 摘 要： | 大量垃圾邮件的出现给用户收发邮件带来了极大的困扰.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.
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| 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 |
| 文章编号： | 1000-5854(2006)04-0403-04 |
| 收稿时间： | 2006-01-12 |
| 修稿时间： | 2006-03-12 |
Design of Mail Filter System Based on Arithmetic |
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| ZENG Qiang,ZHANG Xiao-min,ZHAI Shao-hua.Design of Mail Filter System Based on Arithmetic[J].Journal of Hebei Normal University,2006,30(4):403-406. |
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| Authors: | ZENG Qiang ZHANG Xiao-min ZHAI Shao-hua |
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| Institution: | Hebei Vocational College of Chemical and Pharmaceutical Technology, Hebei Shijiazhuang 050031, China |
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| 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, a new model for E - mail filter system is designed using the least risk Bayes to revise the filter, several key problems in dealing with the realization of the system are discussed,and lastly,the result of the experiment is brought forth. |
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| Keywords: | mail filter least risk bayes VSM feature extraction GA |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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