电子邮件智能分类的研究

Study on Intelligent Classification of E-mail

目前,对于电子邮件的分类主要是手动的方法,比如可以将我们收到的邮件选中之后手动标志为重要邮件、公司邮件、业务邮件、资讯邮件、亲友邮件、同学邮件、休闲邮件,没有基本的自动分类方法,没有实现真正意义上的电子邮件智能分类。当前有些电子邮件系统具有过滤功能,也只是根据已有垃圾邮件地址进行简单拦截,也有些系统具有标签的功能,但并没有真正实现电子邮件的智能服务,基于以上情况,此课题使用机器学习的方法提出了邮件智能分类的设计与实现。设计一种智能分类邮件的算法,并将算法应用在邮件智能分类系统中。

At present, the e-mail is the classification of manual classification,-for example, can we have received e-mail after the elections to manually mark an important e-mail, corporate e-mail, business mail, and position - mail, e-mail friends and relatives, schoolmates mail, Leisure mail, there is no basic automatic classification method, no real sense of the intelligent e-mail classification. Some of the current e-mail system with filtering, it was only in accordance with existing spam addresses a simple interception, some labelling system is functional, but it does not really smart for its e-mail service, based on the above situation, the use of machine learning issues the way in the mail classification of Intelligent Design and Implementation. Intelligent design a mail classification algorithms, and algorithm in the application of intelligent mail classification system.