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POWER SAVING METHOD AND SYSTEM FOR A MOBILE DEVICE

  • US 20080071713A1
  • Filed: 09/14/2007
  • Published: 03/20/2008
  • Est. Priority Date: 09/14/2006
  • Status: Abandoned Application
First Claim
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1. A power saving method for a mobile device, comprising:

  • generating multiple user samples;

    calculating one behavior vector for each of the user samples;

    training a neural network system using the user samples and the corresponding behavior vectors;

    collecting multiple user events;

    transforming the user events to multiple behavior samples using a weighting transformation function;

    classifying the behavior samples into behavior sample groups;

    obtaining the behavior sample group comprising the most behavior samples;

    calculating the behavior vector for the behavior sample group comprising the most behavior samples; and

    training the neural network system using the behavior sample group comprising the most behavior samples and the corresponding behavior vector.

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