Targeted content selection using a federated learning system
US11362906B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 18, 2020 |
| Grant date | Jun 14, 2022 |
| Priority date | — |
| Expiry date | Sep 18, 2040 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L67/125
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
A device may obtain configuration data for a server-side model. The device may generate synthetic usage data based on the configuration data. The device may train the server-side model based on the synthetic usage data. The device may determine update data based on the trained server-side model. The device may provide, to a client device, a message that includes the update data. The message may be configured to cause the client device to train a client-side model based on the update data and historical user data associated with the client device. The device may receive, from the client device, the client-side model data and may select content data based on the client-side model data and the trained server-side model. The device may provide the content data to the client device to permit the client device to provide content that is associated with the content data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.