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SYSTEM, METHOD AND APPARATUS FOR PREDICTIVE MODELING OF SPATIALLY DISTRIBUTED DATA FOR LOCATION BASED COMMERCIAL SERVICES

  • US 20090024546A1
  • Filed: 06/23/2008
  • Published: 01/22/2009
  • Est. Priority Date: 06/23/2007
  • Status: Abandoned Application
First Claim
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1. A method, comprising:

  • processing usage data collected from a user device of a user, wherein the collected usage data contains location information;

    generating a predictive model from the collected usage data by utilizing a machine learning algorithm;

    in response to a user input, producing a class membership probability estimation by processing the user input through the predictive model, wherein the class membership probability estimation predicts a demographic profile of the user.

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