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SPACE UTILIZATION MEASUREMENT AND MODELING USING ARTIFICIAL INTELLIGENCE

  • US 20200134418A1
  • Filed: 10/26/2018
  • Published: 04/30/2020
  • Est. Priority Date: 10/26/2018
  • Status: Active Grant
First Claim
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1. A method of training a multivariate model predicting utilization of a space, the method comprising:

  • receiving, over a period of time, signals from each of a plurality of mobile devices located in the space;

    generating, based on the signals received from each of the plurality of mobile devices, a plurality of location data points for each of the plurality of mobile devices, each of the plurality of location data points for a mobile device including a timestamp and a position within the space of the mobile device;

    accessing metadata of the space;

    using, with an electronic processor, the plurality location data points for each of the plurality of mobile devices and the metadata of the space to train machine learning engine; and

    predicting a utilization of the space using the machine learning engine.

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