Invention Grant
US08180834B2 System, method, and computer program product for filtering messages and training a classification module
有权
系统，方法和计算机程序产品，用于过滤消息和训练分类模块
- Patent Title: System, method, and computer program product for filtering messages and training a classification module
- Patent Title (中): 系统，方法和计算机程序产品，用于过滤消息和训练分类模块
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Application No.: US11245101Application Date: 2005-10-07
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Publication No.: US08180834B2Publication Date: 2012-05-15
- Inventor: Erik Andrew Kay , David Moore , Daniel L. Willhite , Linus Upson
- Applicant: Erik Andrew Kay , David Moore , Daniel L. Willhite , Linus Upson
- Applicant Address: US NY Islandia
- Assignee: Computer Associates Think, Inc.
- Current Assignee: Computer Associates Think, Inc.
- Current Assignee Address: US NY Islandia
- Agency: Sterne, Kessler, Goldstein & Fox PLLC
- Main IPC: G06F15/16
- IPC: G06F15/16
Abstract:
The present invention provides systems, methods, computer program products, and combinations and subcombinations thereof for filtering received messages. The invention includes a client system having filtering logic, a statistical classifier module, and a classifier database. The classifier module is automatically trained, without manual intervention, when the score generated by the classifier for a received message is inconsistent with a user-defined authoritative status indication. In addition, the classifier module is initialized using user-identified messages in a ratio representative of the ratio of non-spam to spam messages received by the user.
Public/Granted literature
- US20060095524A1 System, method, and computer program product for filtering messages Public/Granted day:2006-05-04
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