Systems and methods for creating a neural network to provide personalized recommendations using activity monitoring devices with biometric sensors
US10559220B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Oct 30, 2015 |
| Grant date | Feb 11, 2020 |
| Priority date | — |
| Expiry date | Jun 29, 2038 |
Classification
- Technology area (CPC A)Human Necessities
- CPC primaryA61B5/681
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
Systems and methods are provided for creating a neural network to provide personal recommendations. One such system include a wearable device having a bio sensor that measures biometrics and a motion sensor that monitors activity. The system also includes a processor coupled to the bio sensor and the motion sensor, and a transitory computer-readable medium operatively coupled to the processor and storing instructions that, when executed, cause the processor to execute specific functions. The instructions are executed to cause the processor to generate biometric data when executed, cause the processor to execute specific functions. The instructions are executed to cause the processor to monitor movement to generate physical activity data, monitor a duration and quality of sleep to generate sleep data, and gather biometric data to determine a fatigue score. Further, the instructions are executed to create a personalized recommendation based on the relationship of the physical activity data, sleep data, and the fatigue score.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.