Prediction of user response actions to received data
AssigneeMicrosoft Corporation
InventorsJohn Winn, Fernando Garcia, Tore Sundelin, James Edelen
Life of this patent
Estimating the term…
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AssigneeMicrosoft Corporation
InventorsJohn Winn, Fernando Garcia, Tore Sundelin, James Edelen
Estimating the term…
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.
A method executed at least in part in a computing device for predicting user actions in response to receiving incoming data, the method comprising:
A server for predicting user actions in response to receiving incoming data, comprising:
A computer-readable memory device with instructions stored thereon for predicting user actions in response to receiving incoming data, the instructions comprising:
Dependencies are inferred from the claim text.