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USER STATE MODEL ADAPTATION THROUGH MACHINE DRIVEN LABELING

  • US 20170169715A1
  • Filed: 12/09/2015
  • Published: 06/15/2017
  • Est. Priority Date: 12/09/2015
  • Status: Abandoned Application
First Claim
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1. An apparatus to provide a computer-aided educational program, comprising:

  • one or more processors;

    a receive module, to be operated on the one or more processors, to receive indications of interactions of a learner with the educational program and to receive indications of physical responses of the learner collected substantially simultaneously as the learner interacts with the educational program;

    a calibration module, to be operated on the one or more processors, to generate a personalized model using a machine learning process based at least in part on the interactions of the learner and the indications of physical responses of the learner during a calibration time period; and

    a learning state identification module, to be operated on the one or more processors, to identify a current learning state of the learner based at least in part on the personalized model and the indications of physical responses of the learner during a usage time period,wherein the current learning state of the learner is used to tailor computerized provision of the education program during the usage time period.

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