User Behavior Monitoring On A Computerized Device
First Claim
1. In a computing environment, a method performed at least in part on at least one processor, comprising, recognizing a behavior change likely to affect a user, including accessing a predictive model corresponding to features of at least one mental state, comparing the predictive model with user interaction data to identify a mental state of the at least one mental state, and in response to the deviation, generating description data for the mental state.
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Accused Products
Abstract
The subject disclosure is directed towards monitoring user behavior on a computerized device for any deviation from normal or acceptable behavior that is likely to affect the user'"'"'s mental state. A prediction model corresponding to features of one or more mental states may be compared with features based upon current user behavior. If the user'"'"'s current behavior presents a mental state indicative of an uncharacteristic deviation from the normal or acceptable behavior, descriptive data associated with that mental state may be presented to the user in addition to a trusted individual, such as a health care professional.
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Citations
20 Claims
- 1. In a computing environment, a method performed at least in part on at least one processor, comprising, recognizing a behavior change likely to affect a user, including accessing a predictive model corresponding to features of at least one mental state, comparing the predictive model with user interaction data to identify a mental state of the at least one mental state, and in response to the deviation, generating description data for the mental state.
- 8. In a computing environment, a computerized device or a configuration of coupled computerized devices, comprising, a monitoring mechanism configured to process a prediction model corresponding to at least one mental state, wherein the monitoring mechanism is further configured to extract features from current user behavior using the prediction model, and if a psychological event is evident from the features, generate a secure alert corresponding the psychological event.
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16. One or more computer-readable media having computer-executable instructions, which when executed perform steps, comprising:
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generating at least one classifier built from at least one prediction model associated with at least one mental state; configuring the at least one classifier to monitor for a symptom of a mental illness; and processing feedback from the computerized device to update the at least one prediction model. - View Dependent Claims (17, 18, 19, 20)
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Specification