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Service content tailored to out of routine events

  • US 10,320,913 B2
  • Filed: 12/05/2014
  • Issued: 06/11/2019
  • Est. Priority Date: 12/05/2014
  • Status: Active Grant
First Claim
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1. A computerized system comprising:

  • one or more sensors configured to provide from a plurality of client devices sensor data over one or more Internet networks;

    at least one server comprising an out of routine detector configured to detect a deviation from a routine of a user based at least in part on the provided sensor data;

    one or more processors; and

    one or more computer storage media storing computer-useable instructions that, when used by the one or more processors, cause the one or more processors to perform operations comprising;

    predicting by the at least one server, using the out of routine detector, a divergence from a pattern of detected instances of an event based at least in part on the sensor data, the event being of the routine of the user, the predicted divergence corresponding to an out of routine event, wherein the predicting of the out of routine event is before the out of routine event occurs;

    generating by the at least one server, using the out of routine detector, contextual information corresponding to the predicted out of routine event predicted by the out of routine detector;

    determining, by the least one server, to refrain from presenting at least a portion of content to the user and to refrain from generating the at least the portion of content based on the predicted out of routine event;

    determining, by the at least one server, a recommended action for a service to perform in providing the content to the user based on the predicted out of routine event, the contextual information, and the determination to refrain from presenting the at least the portion of the content; and

    transmitting by the at least one server, to the service on a mobile client device over the one or more Internet networks, an indication of the predicted out of routine event and the determined recommendation, the transmitting causing the service to manage presentation of content on the mobile client device based on the recommended action.

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