| 基于人工免疫系统的反垃圾邮件过滤机制 |
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| 引用本文： | 胡可,张家树.基于人工免疫系统的反垃圾邮件过滤机制[J].计算机应用,2005,25(11):2559-2561. |
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| 作者姓名： | 胡可 张家树 |
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| 作者单位： | 西南交通大学,信号与信息处理省重点实验室,四川,成都,610031;西南交通大学,信号与信息处理省重点实验室,四川,成都,610031 |
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| 摘 要： | 提出了一种基于人工免疫系统（AIS）的垃圾邮件过滤机制。将邮件文本向量空间化并结合免疫识别算法进行过滤。对机制进行了建模与算法描述，对检测器的性能和系统的学习更新进行了向量空间上r 模拟仿真并与Nave Bayes方法进行比较。研究结果说明将人工免疫系统应用于垃圾邮件处理有动态性和自适应强的优点，同时为特定领域的信息分类问题提供了一种参考机制。
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| 关 键 词： | 人工免疫系统 信息过滤 垃圾邮件 自然免疫系统 |
| 文章编号： | 1001-9081（2005）11-2559-03 |
| 收稿时间： | 2005-05-11 |
| 修稿时间： | 2005-05-112005-08-18 |
Anti-spam filtering mechanism based on artificial immune systems |
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| HU Ke,ZHANG Jia-shu.Anti-spam filtering mechanism based on artificial immune systems[J].journal of Computer Applications,2005,25(11):2559-2561. |
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| Authors: | HU Ke ZHANG Jia-shu |
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| Affiliation: | Sichuan Province Key Laboratory of Signal and Information Processing, Southwest Jiaotong University, Chengdu Siehuan 610031, China |
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| Abstract: | Based on artificial immune systems, an anti-span E-mail filtering system, called EIS, was developed. The mechanism and algorithms of this system were described. The simulation results show that it performs as well as Naive Bayes system, especially on recall, and is fit for information classification. |
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| Keywords: | AIS(Artificial Immune System) information filtering spam NIS(Natural Immune System) |
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