The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 08, 2022
Filed:
Sep. 30, 2019
Emc Ip Holding Company Llc, Hopkinton, MA (US);
Amihai Savir, Sansana, IL;
Noga Gershon, Dimona, IL;
EMC IP Holding Company LLC, Hopkinton, MA (US);
Abstract
Techniques are provided for data record anomaly reconciliation using machine learning models. One method comprises obtaining a data record comprising multiple line items; assigning the line items to a given cluster of similar line items to determine a line item neighborhood score for each line item based on a comparison of a given line item to other available line items in the assigned cluster; applying features of the data record to a machine learning model to determine a data record score for the data record based on a combination of the line item neighborhood scores for the data record; identifying anomalies in the data record based on the data record score and/or the line item neighborhood scores for the data record; and adjusting parameters of the line items to address the anomalies identified in the data record to produce a reconciled data record, based on the line item neighborhood scores and/or predefined adjustment rules.