Supervised graph partitioning for record matching
US11514054B1 · kind B1 · utility
14Cited by
1References
20Claims
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Key dates
| Filing date | Sep 27, 2018 |
| Grant date | Nov 29, 2022 |
| Priority date | — |
| Expiry date | Jun 17, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/01
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
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.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.