Patents by Inventor Rishabh Saraf

Rishabh Saraf has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Automatic tuning of thresholds and weights for pair analysis in a master data management system
    Patent number: 11681671
    Abstract: An approach for tuning a data management system is provided. A processor retrieves one or more samples pairs of record data. A processor determines an error rate regarding the performance of a matching operation of a data management system based on the one or more sample pairs. In response to the error rate being above a value, a processor adjusts at least one threshold value associated with the matching operation of the data management system.
    Type: Grant
    Filed: March 23, 2021
    Date of Patent: June 20, 2023
    Assignee: International Business Machines Corporation
    Inventors: Abhishek Seth, Soma Shekar Naganna, Geetha Sravanthi Pulipaty, Mohit Singh Chouhan, Rishabh Saraf
  • AUTOMATIC TUNING OF THRESHOLDS AND WEIGHTS FOR PAIR ANALYSIS IN A MASTER DATA MANAGEMENT SYSTEM
    Publication number: 20220309047
    Abstract: An approach for tuning a data management system is provided. A processor retrieves one or more samples pairs of record data. A processor determines an error rate regarding the performance of a matching operation of a data management system based on the one or more sample pairs. In response to the error rate being above a value, a processor adjusts at least one threshold value associated with the matching operation of the data management system.
    Type: Application
    Filed: March 23, 2021
    Publication date: September 29, 2022
    Inventors: Abhishek Seth, Soma Shekar Naganna, Geetha Sravanthi Pulipaty, Mohit Singh Chouhan, Rishabh Saraf
  • PAIR SELECTION FOR ENTITY RESOLUTION ANALYSIS
    Publication number: 20220035777
    Abstract: Analyzing entity matching systems by determining autolink (AL) and clerical review (CR) threshold values according to record pair compare method scores, defining a score region of interest adjacent to at least one of the AL or CR thresholds, identifying anomalous pairs in at least one region of interest, and providing at least one anomalous record pair to a user for review.
    Type: Application
    Filed: July 29, 2020
    Publication date: February 3, 2022
    Inventors: Abhishek Seth, Soma Shekar Naganna, Geetha Sravanthi Pulipaty, Rishabh Saraf, Mohit Singh Chouhan