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Systems and methods for providing data quality management

  • US 10,185,728 B2
  • Filed: 12/19/2017
  • Issued: 01/22/2019
  • Est. Priority Date: 12/19/2016
  • Status: Active Grant
First Claim
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1. A system for providing data quality management, the system comprising:

  • a memory storing instructions; and

    a processor connected to a network and configured to execute the instructions to;

    extract a plurality of first data elements from a data source;

    generate a data profile based on the first data elements;

    automatically create a first set of rules based on the first data elements and the data profile, the first set of rules assessing data quality according to a threshold;

    generate a second set of rules based on the first data elements and the first set of rules;

    extract a plurality of second data elements;

    assess the second data elements based on a comparison of the second data elements to the second set of rules;

    receive a request from a user to adjust settings, the adjusted settings influencing identification of a node with a concentration of defects;

    detect one or more defects based on the comparison and the user request, at least one of the detected one or more defects including an event;

    cluster the assessed data elements into multiple segments according to the detected one or more defects in the assessed data elements, the multiple segments corresponding to data quality scores;

    analyze, using a decision tree algorithm, data quality according to the detected one or more defects to determine a pocket of defect concentration and aggregate data quality; and

    transmit signals representing the data quality scores and the data quality analysis to a client device for display to a user.

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