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Network-based method and apparatus for filtering junk messages

机译:基于网络的垃圾邮件过滤方法及装置

摘要

The present invention discloses a network-based method and system for filtering a junk message. The method includes the following procedures: word-segmenting a target message to obtain characteristic elements within the target message; obtaining probabilities of the characteristic elements in the target message according to a predefined keyword library, the keyword library being updated periodically; and accumulating the probabilities of the characteristic elements in the target message, comparing accumulated probabilities with a predetermined threshold, and concluding the target message is a junk message if the result is greater than the predetermined threshold. Using a predefined keyword library for verification of a target message avoids time delay and system resource waste caused by massive and complicated computations during message verification in existing technologies, thus satisfying the requirement of real-time filtering of junk messages.
机译:本发明公开了一种基于网络的垃圾邮件过滤方法和系统。该方法包括以下过程:对目标消息进行单词分割以获得目标消息内的特征元素;根据预先定义的关键词库,获取目标消息中特征元素的概率,所述关键词库定期更新;累积目标消息中特征元素的概率,将累积的概率与预定阈值进行比较,如果结果大于预定阈值,则认为目标消息为垃圾消息。通过使用预定义的关键字库对目标消息进行验证,避免了现有技术中消息验证过程中大量,复杂的计算所造成的时间延迟和系统资源的浪费,从而满足了垃圾消息实时过滤的需求。

著录项

  • 公开/公告号US8326776B2

    专利类型

  • 公开/公告日2012-12-04

    原文格式PDF

  • 申请/专利权人 QIJIANG DONG;YONGMING SUN;

    申请/专利号US20070443371

  • 发明设计人 YONGMING SUN;QIJIANG DONG;

    申请日2007-08-27

  • 分类号G06N5/00;

  • 国家 US

  • 入库时间 2022-08-21 16:42:34

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