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MACHINE LEARNING SYSTEM FOR A TASK BROKERAGE SYSTEM

  • US 20090240539A1
  • Filed: 03/21/2008
  • Published: 09/24/2009
  • Est. Priority Date: 03/21/2008
  • Status: Abandoned Application
First Claim
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1. A method in a computing device for learning models for processing documents in a task brokerage system, the method comprising:

  • providing demographic information for customers;

    providing training data for the customers;

    generating models based on the provided training data and demographic information of the customers;

    receiving a target document of a customer;

    selecting a generated model based on demographic information of the customer;

    applying the selected model to the target document to generate a result;

    determining refinements to the result made by a provider when generating a refined result; and

    adjusting the selected model based on the refinements to the result made by the providerwherein refinements made by providers to results of applying a selected model to a target document are used to adjust the selected model.

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