Systems and methods for improving driver safety using uplift modeling
US11562656B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Oct 31, 2018 |
| Grant date | Jan 24, 2023 |
| Priority date | — |
| Expiry date | Mar 8, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG09B9/04
- WIPO fieldTransport
- WIPO sectorMechanical engineering
Abstract
Methods and systems for improving vehicular safety by utilizing uplift modeling techniques to improve a driving tip treatment generation model are provided. According to embodiments, a tip server can analyze telematics data associated with operation of one or more vehicles to determine that a driving tip should be provided to a driver of a vehicle. The tip server then utilize a treatment generation model to determine a treatment for how to provide the driving tip in a manner optimized for the particular driver. The tip server can analyze additional telematics data to determine an effectiveness of the driving tip and to update the treatment generation model in accordance with uplift modeling techniques.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.