Scoring parameter generation for identity resolution
US11461298B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Aug 20, 2021 |
| Grant date | Oct 4, 2022 |
| Priority date | — |
| Expiry date | Aug 20, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and techniques are provided for scoring parameter generation for identity resolution. A second data set that has a statistical profile that matches a statistical profile of a third data set may be generated from a first data set. The first data set, the second data set, and the third data set may include records that comprise data about individuals. Identity resolution scores generated for the first data set may be matched to pairs of records from the second data set. New scoring parameters may be generated from the second data set and the identity resolution scores matched to the pairs of records from the second data set using regression. Identity resolution scores for pairs of records from the third data set may be generated using the new scoring parameters.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.