From: A survey on driving behavior analysis in usage based insurance using big data
Existing research works | Parameters | References | |||
---|---|---|---|---|---|
Speed | Acceleration | Braking | Cornering | ||
Evaluating driving styles by normalizing driving behavior based on personalized driver modeling | Â | * | * | Â | [16] |
Visualization of driving behavior based on hidden feature extraction by using deep learning | Â | Â | * | Â | [17] |
Hidden Markov Model based driving event detection and driver profiling from mobile inertial sensor data | Â | * | * | Â | [18] |
Introducing PHYD insurance | Â | * | * | Â | [19] |
Innovative insurance schemes: pay as/how you drive | Â | * | * | Â | [9] |
Abnormal driving detection based on normalized driving behavior | Â | * | * | Â | [20] |
Location privacy in usage-based automotive insurance: attacks and countermeasures | Â | * | * | Â | [21] |