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Interoperability mechanisms for internet of things integration platform

  • US 10,353,939 B2
  • Filed: 01/23/2017
  • Issued: 07/16/2019
  • Est. Priority Date: 07/11/2013
  • Status: Active Grant
First Claim
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1. A method of deriving semantic meaning of Internet of Things (IoT) devices connected via an IoT integration platform, comprising:

  • collecting device data from a plurality of IoT devices connected via the IoT integration platform;

    determining a set of features by analyzing corresponding time series of events among any of the plurality of IoT devices and generating one or more clusters correlating the device data using natural language processing;

    performing behavioral analysis to identify one or more user behaviors, wherein the behavioral analysis comprises incrementally populating a profile with device data associated with either of a particular IoT device or a particular user, and applying a model to the profile to identify behavioral patterns and behavior changes;

    determining, by utilizing a probabilistic measure, a semantic meaning associated with any device among the plurality of IoT devices based on any of the set of features and the identified one or more behaviors; and

    generating, based on the determined semantic meaning, an interoperable rule to control one or more of the plurality of IoT devices.

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