Research on Chinese Spam Filtering Based on Mail Intention Analysis and Text Feature Selection

Abstract

垃圾邮件是互联网迅猛发展和Email营销模式发展过程中带给人类最具争议性的副产品之一,它的泛滥已经使整个因特网不堪重负,严重影响了人们的日常生活和工作。近年来得到越来越多的关注,成为了自然语言处理领域的一个热点研究课题。因此,研究垃圾邮件过滤不仅具有广泛的应用前景,而且具有一定的理论意义。 垃圾邮件过滤方法的广泛应用,使垃圾邮件得到了暂时的有效控制,但随着垃圾邮件发送者对反垃圾邮件技术的推敲,找到了各种反垃圾邮件技术的相应弱点和不足,对垃圾邮件进行了一些有针对性的伪装和隐藏,使得原有的技术手段减弱或丧失了过滤功效。针对上述情况,本文提出了一种基于邮件意图分析与内容特征提取的中文垃圾邮件过滤方...Spam email is one of the most controversial byproducts resulting from the development of Internet and email marketing strategy, and also has attracted continuously increasing attention recent years due to its overwhelming speared in Internet. The research on spam filtering has become a hot research topic in the field of natural language processing. Therefore, it not only has broad application pros...学位:工程硕士院系专业:信息科学与技术学院_计算机技术学号:3152010115315

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