Systems and methods for match evaluation based on change in telematics inferences via a telematics marketplace
US12367504B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Jun 30, 2024 |
| Grant date | Jul 22, 2025 |
| Priority date | — |
| Expiry date | Jun 30, 2044 |
Classification
- Technology area (CPC B)Performing Operations; Transporting
- CPC primaryB60W2556/55
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computer implemented including: collecting, via one or more sensors, a first set of operator data associated with a first group of vehicle operators during a first time period; determining, for each vehicle operator of the first group of vehicle operators and using one or more trained machine learning models based at least in part upon the first set of operator data, a first set of telematics inferences, the one or more trained machine learning models being trained using training data sets comprising sensor data associated with a second group of vehicle operators to predict telematics inferences; collecting, via the one or more sensors, a second set of operator data associated with the first group of vehicle operators during a second time period; determining, for each vehicle operator of the first group of vehicle operators and based on the second set of operator data, a second set of telematics inferences; determining, for each vehicle operator of the first group of vehicle operators, one or more match evaluations based at least in part upon the first set of telematics inferences and the second set of telematics inferences; and modifying one or more weights of the one or more tr…
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.