System for automatic identification and selection of optimization metrics and accompanying models in experimentation platforms
US11803464B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Dec 21, 2021 |
| Grant date | Oct 31, 2023 |
| Priority date | — |
| Expiry date | May 9, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F11/3438
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and systems disclosed herein describe an experimentation platform that identifies one or more proxy metrics for testing a configuration and/or new design of a product. The experimentation platform may receive an input identifying one or more configurations, components, and/or products to test and/or optimize. The experimentation platform may identify one or more performance metrics used to test and/or optimize the one or more configurations, components, and/or products. Based on the one or more identified performance metrics, the experimentation platform may identify one or more proxy metrics to represent the one or more performance metrics. The one or more identified proxy metrics may be one or more engagement metrics or a combination of engagement metrics. The experimentation platform may then use the one or more proxy metrics to analyze the one or more configurations, components, and/or products and recommend a configuration, component, and/or product for deployment.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.