| 免疫危险理论在电子邮件分类中的应用 |
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| 引用本文： | 秦晓倩.免疫危险理论在电子邮件分类中的应用[J].江西师范大学学报(自然科学版),2010,34(2). |
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| 作者姓名： | 秦晓倩 |
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| 作者单位： | 淮阴师范学院城市与环境学院,江苏,淮安,223300 |
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| 基金项目： | 国家"十五211工程"重点学科建设项目 |
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| 摘 要： | 在对危险理论、人工免疫和云模型的研究基础上,提出了一种基于危险理论的电子邮件分类模型并对模型的框架和工作原理进行了详细的描述.实验证明该模型总体性能优于贝叶斯分类,能有效地识别出有害的非我,达到降低伪肯定率和伪否定率的目的.
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| 关 键 词： | 人工免疫 危险理论 云模型 邮件分类 |
Application of Immune Danger Theory in E-mail Classification |
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| QIN Xiao-qian.Application of Immune Danger Theory in E-mail Classification[J].Journal of Jiangxi Normal University (Natural Sciences Edition),2010,34(2). |
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| Authors: | QIN Xiao-qian |
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| Institution: | QIN Xiao-qian(School of Urban and Environmental Science,Huaiyin Normal University,Huai'an Jiangsu 223300,China) |
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| Abstract: | Based on the study of danger theory,artificial immune and cloud model,a danger theory based e-mail classification model is proposed.The architecture and operational principle are depicted.The experiment proves that the technology is superior to the Bayesian classifier in performance.The model can recognize dangerous nonself efficiently and decrease false positive and false negative. |
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| Keywords: | artificial immune danger theory cloud model e-mail classification |
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