Bias detection and estimation under technical portfolio reviews
US11048741B2 · kind B2 · utility
1Cited by
2References
17Claims
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Key dates
| Filing date | Apr 30, 2019 |
| Grant date | Jun 29, 2021 |
| Priority date | — |
| Expiry date | Dec 4, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q10/105
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A bias detection method, system, and computer program product include creating a context of an applicant based on a profile of the applicant and a context of a reviewer based on a profile of the reviewer, predicting a probability of overlapping data points between the applicant and the reviewer, building enriched embeddings for a deep learning model based on the context of the applicant, the context of the reviewer, the overlapping data points, and text from a review and a final decision by the reviewer, and calculating a bias score via a deep learning model run over the enriched embeddings.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.