发明公开
- 专利标题: DYNAMIC MESSAGE FILTERING
- 专利标题(中): 动态过滤新闻
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申请号: EP04793987申请日: 2004-10-01
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公开(公告)号: EP1714201A4公开(公告)日: 2008-05-14
- 发明人: LOUGHMILLER SCOTT , OLSON MIKE , READY JEFF , MAEDGE EHREN , WHITE PHIL , COLLIER JASON
- 申请人: TUMBLEWEED COMM CORP
- 专利权人: TUMBLEWEED COMM CORP
- 当前专利权人: TUMBLEWEED COMM CORP
- 优先权: US67860203 2003-10-03
- 主分类号: G06F17/00
- IPC分类号: G06F17/00 ; G06E1/00 ; G06E3/00 ; G06F20060101 ; G06F15/16 ; G06F15/18 ; G06G7/00 ; G06N3/00 ; G06N3/12 ; G06Q10/00 ; H04L12/58
摘要:
The invention provides a method and system capable of dynamically filtering incoming messages, with the effect of classifying those messages into one of at least three categories: good messages, bulk periodicals, and spam. An identification engine classifies messages based on a measured intent of each message. The system includes a dynamic whitelist and blacklist into which sending addresses are collected when the number of messages from those addresses indicates that the sender is likely good or likely a spammer. Neural networks are trained with a set of regular expressions to respond to changes in the typical e-mail received by the user.
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