发明申请
- 专利标题: APPLICATION BEHAVIORAL CLASSIFICATION
- 专利标题(中): 应用行为分类
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申请号: US11608625申请日: 2006-12-08
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公开(公告)号: US20070136455A1公开(公告)日: 2007-06-14
- 发明人: Tony Lee , Jigar Mody , Ying Lin , Adrian Marinescu , Alexey Polyakov
- 申请人: Tony Lee , Jigar Mody , Ying Lin , Adrian Marinescu , Alexey Polyakov
- 申请人地址: US WA Redmond 98052
- 专利权人: MICROSOFT CORPORATION
- 当前专利权人: MICROSOFT CORPORATION
- 当前专利权人地址: US WA Redmond 98052
- 主分类号: G06F15/173
- IPC分类号: G06F15/173
摘要:
The present invention is directed to a method and system for automatically classifying an application into an application group which is previously classified in a knowledge base. More specifically, a runtime behavior of an application is captured as a series of events which are monitored and recorded during the execution of the application. The series of events are analyzed to find a proper application group which shares common runtime behavior patterns with the application. The knowledge base of application groups is previously constructed based on a large number of sample applications. The construction of the knowledge base is done in such a manner that each sample application can be classified into application groups based on a set of classification rules in the knowledge base. The set of classification rules are applied to a new application in order to classify the new application into one of the application groups.