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COMPUTER-IMPLEMENTED SYSTEMS AND METHODS FOR TAXONOMY DEVELOPMENT

  • US 20150317390A1
  • Filed: 07/13/2015
  • Published: 11/05/2015
  • Est. Priority Date: 12/16/2011
  • Status: Active Grant
First Claim
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1. A system, comprising:

  • one or more processors;

    one or more non-transitory computer readable storage mediums containing instructions to cause the one or more processors to perform operations including;

    identifying a term within a document;

    determining a pre-defined threshold distance;

    identifying a plurality of additional terms in the document, wherein the plurality of additional terms are located within the pre-defined threshold distance of the term;

    calculating a distance between the term and an additional term of the plurality of additional terms;

    determining a corresponding weight for the calculated distance, wherein determining the corresponding weight uses a proximity weighting scheme;

    calculating a score for the additional term using the calculated distance and the corresponding weight;

    generating a colocation matrix including a plurality of rows, wherein the colocation matrix is generated using the term, the plurality of additional terms, and the score; and

    determining a classifier for the document using the colocation matrix.

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