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NETWORK DEVICE PREDICTIVE MODELING

  • US 20160171374A1
  • Filed: 03/26/2015
  • Published: 06/16/2016
  • Est. Priority Date: 12/10/2014
  • Status: Active Grant
First Claim
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1. A computer-implemented method, comprising:

  • generating, at a computing device, a prediction including a correlation between an interaction with a network device and a context, wherein the interaction is associated with a function performed by the network device;

    determining confidence parameters associated with the prediction;

    testing the prediction, wherein testing includes analyzing received interaction data and contextual data, and wherein analyzing includes determining whether the interaction with the network device occurred in the correlated context;

    calculating a confidence value based on the testing outcome;

    comparing the confidence value to the confidence parameters; and

    transmitting a message, wherein the message relates to a modification of the confidence parameters.

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