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GRAPH BASED TECHNIQUES FOR PREDICTING RESULTS

  • US 20170243127A1
  • Filed: 02/18/2016
  • Published: 08/24/2017
  • Est. Priority Date: 02/18/2016
  • Status: Active Grant
First Claim
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1. A method comprising:

  • for each entity of a plurality of entities, identifying a respective plurality of attribute values;

    generating a graph of nodes that comprises a plurality of nodes and a plurality of edges, wherein each node in the plurality of nodes represents a respective entity of the plurality of entities and is connected to one or more neighbor nodes with one or more edges of the plurality of edges;

    for each edge of the plurality of edges;

    determining that a first node is connected to a second node by said each edge;

    identifying a first set of attribute values of a first entity, of the plurality of entities, that is represented by the first node;

    identifying a second set of attribute values of a second entity, of the plurality of entities, that is represented by the second node;

    calculating an edge value for said each edge based on the first set of attribute values and the second set of attribute values;

    for each node of the plurality of nodes;

    calculating a node value of said each node based on one or more node values of one or more neighbor nodes of said each node and one or more edge values with which said each node is associated; and

    storing the node value in association with the entity that is represented by said each node.

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