Federated learning based driver recommendation for next generation transportation system

Jayant Vyas, Bhumika, Debasis Das, Santanu Chaudhury

Abstract: Highlights•Driving can be stressful and needs monitoring to ensure road safety.•Using federated learning, we reduced communication overhead by ≊25 times.•Vehicle Telematics data is also effective in driver behavior and stress analysis.•We identified how a driver acts on a vehicle in particular stress-behavioral condition.