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Predictive intelligent softbots on the cloud

  • US 10,325,212 B1
  • Filed: 03/24/2015
  • Issued: 06/18/2019
  • Est. Priority Date: 03/24/2015
  • Status: Active Grant
First Claim
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1. A method comprising:

  • receiving, using one or more processors, a plurality of time-based documents;

    receiving, by a Software as a Service cloud-based server, a user query including a time period of interest defining a subset of the plurality of time-based documents from which to generate a prediction;

    determining to activate a plurality of cloud-based software agents, which execute on a plurality of remote computational devices geographically distributed across world geography, based on a plurality of entities associated with the user query, wherein each of the plurality of cloud-based software agents is dedicated to a single entity within the plurality of entities associated with the user query;

    classifying, by executing the plurality of cloud-based software agents on the plurality of remote computational devices, the subset of the plurality of time-based documents into a plurality of classes for the plurality of entities, wherein the plurality of cloud-based software agents intercommunicate using distributed processing; and

    generating, by executing the plurality of cloud-based software agents on the plurality of remote computational devices, using at least one machine learning method, the prediction based on the subset of the plurality of time-based documents for at least one of a plurality of categories.

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