Systems and methods for building road models, driver models, and vehicle models and making predictions therefrom

A computer implemented method comprising:

• selecting a driver model from a plurality of driver models based on a characteristic of a driver driving a vehicle along a path;
• receiving driving data from the vehicle as it is being driven on the path;
• selecting a road model for the path based on a characteristic of at least one of the path, a driver of the vehicle, and an environmental condition present along the path;
• comparing the received driving data to the driver model and the road model to determine driver behavior;
• determining whether driver behavior is consistent with the driver model and the road model;
• and
• executing an action in the vehicle responsively to the determination, the action being at least one of providing a message to the driver and automatically adjusting an operation of the vehicle as it is driven.

A computer implemented method comprising:

• selecting a vehicle model from a plurality of vehicle models based on a characteristic of a driver driving a vehicle;
• receiving driving data from the vehicle as it is being driven on a path by the driver;
• selecting a road model for the path based on a characteristic of at least one the path, a driver of the vehicle, and an environmental condition present along the path;
• comparing the received driving data to the vehicle model and the road model to determine vehicle behavior;
• determining whether vehicle behavior is consistent with the vehicle model and the road model;
• and
• executing an action in the vehicle responsively to the determination, the action being at least one of providing a message to the driver and automatically adjusting an operation of the vehicle as it is driven.