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Prediction of user response actions to received data

  • US 8,849,730 B2
  • Filed: 12/15/2011
  • Issued: 09/30/2014
  • Est. Priority Date: 12/15/2011
  • Status: Active Grant
First Claim
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1. A method executed at least in part in a computing device for predicting user actions in response to receiving incoming data, the method comprising:

  • detecting incoming data from a data source for a user;

    utilizing a sensor component to detect the user'"'"'s actions in response to receiving the incoming data;

    monitoring the user'"'"'s actions in response to receiving the incoming data;

    determining a pattern of user actions in response to the received incoming data;

    uploading detected user action information from the sensor component;

    detecting new incoming data from a data source using a classifier component;

    predicting the user'"'"'s action in response to receiving the new incoming data based on the pattern of user actions, an incoming data context and an incoming data content;

    enabling an accuracy calculator component to measure an accuracy of predicted user actions; and

    adjusting the pattern of user actions to enable the classifier component to render more accurate predictions of user actions in response to the new incoming data.

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