| 基于AIS的垃圾邮件双层过滤方法的研究 |
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| 引用本文： | 毛瑞龙,吴丹,别荣芳,高晓智.基于AIS的垃圾邮件双层过滤方法的研究[J].计算机工程与设计,2009,30(24). |
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| 作者姓名： | 毛瑞龙 吴丹 别荣芳 高晓智 |
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| 作者单位： | 1. 北京师范大学,信息科学与技术学院,北京,100875
2. 芬兰赫尔辛基工业大学智能电力电子中心,赫尔辛基,02150 |
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| 基金项目： | 国家自然科学(青年)基会项目 |
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| 摘 要： | 提出了一种新型的双层垃圾邮件过滤方法.该方法基于免疫学习,免疫记忆和免疫识别等机制,具有一定的自适应能力和多样性,充分利用了垃圾邮件与非垃圾邮件的特征,从而降低了非垃圾邮件被错判的风险.实验结果表明,双层过滤方法可有效的降低垃圾邮件的虚报率(非垃圾邮件被错判为垃圾邮件的比例).
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| 关 键 词： | 垃圾邮件 邮件过滤 人工免疫 双层过滤 邮件分类 |
Research of double-tiers spam filtering method based on AIS |
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| MAO Rui-long,WU Dan,BIE Rong-fang,GAO Xiao-zhi.Research of double-tiers spam filtering method based on AIS[J].Computer Engineering and Design,2009,30(24). |
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| Authors: | MAO Rui-long WU Dan BIE Rong-fang GAO Xiao-zhi |
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| Abstract: | A double-tiers spam filtering method is proposed. The method is based on the immune learning, immune memory and immune recognition, so it has some self-adaptive capabilities and diversity behaviors. Because of making the most of feathers of spam and nonspam, the risk of non-spam being classified incorrectly is reduced. The experimental result indicates the double-tiers method is effectual in reducing the false positives (non-spam messages that have been classified incorrectly as spam). |
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| Keywords: | spam spam-filtering AIS double-tiers-filtering Email-classification |
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