公开(公告)号：US11514054B1

公开(公告)日：2022-11-29

申请号：US16145104

申请日：2018-09-27

Applicant: Amazon Technologies, Inc.

Inventor： Andrew Borthwick ,  Robert Anthony Barton, Jr. ,  Stephen Michael Ash ,  Russell Reas

IPC: G06F16/2455 ,  G06N20/00 ,  G06F16/28 ,  G06F16/22 ,  G06F16/901

Abstract: Supervised partitioning is used to perform record matching. A request to identify matches between records is received. A graph representation that indicates similarities between the records is partitioned and an evaluation of the partitioning is performed according to a supervised machine learning technique to generate a confidence value in the partitioning. An indication of equivalent records according to the partitioning and the confidence value of the partitioning may be provided.