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Labeling data samples using objective questions

  • US 8,788,498 B2
  • Filed: 06/15/2009
  • Issued: 07/22/2014
  • Est. Priority Date: 06/15/2009
  • Status: Active Grant
First Claim
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1. In a computing environment, a method comprising:

  • receiving a plurality of sets of answers from human judges to a set of objective questions regarding a data sample;

    determining, by one or more processors, a label from each human judge for the data sample based upon a set of answers from each human judge using a label assignment algorithm to provide a set of labels for the data sample, wherein the label assignment algorithm is produced by mapping the set of objective questions to a set of guidelines for labeling;

    determining a single label for the data sample using the set of labels; and

    associating the single label with the data sample.

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