发明申请
- 专利标题: PREDICTION OF USER RESPONSE ACTIONS TO RECEIVED DATA
- 专利标题(中): 预测接收到的数据的用户响应动作
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申请号: US13326877申请日: 2011-12-15
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公开(公告)号: US20130159220A1公开(公告)日: 2013-06-20
- 发明人: John Winn , Fernando Garcia , Tore Sundelin , James Edelen
- 申请人: John Winn , Fernando Garcia , Tore Sundelin , James Edelen
- 申请人地址: US WA Redmond
- 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
- 主分类号: G06F15/18
- IPC分类号: G06F15/18
摘要:
A system is provided for automatically predicting actions a user is likely to take in response to receiving data. The system may be configured to monitor and observe a user's interactions with incoming data and to identify patterns of actions the user may take in response to the incoming data. The system may enable a trainer component and a classifier component to determine the probability a user may take a particular action and to make predictions of likely user actions based on the observations of the user and the identified pattern of the user's actions. The system may also be configured to continuously observe the user's actions to fine-tune and adjust the identified patterns of user actions and to update the probabilities of likely user actions in order increase the accuracy of the predicted user action in response to incoming data.
公开/授权文献
- US08849730B2 Prediction of user response actions to received data 公开/授权日:2014-09-30