SYSTEMS AND METHODS FOR PREDICTING DRIVING BEHAVIORS OF DRIVERS BY TRANSFORMING TRIP DATA INTO IMAGE REPRESENTATION

Method and system for predicting driving behaviors of a driver by transforming trip data into an image representation are disclosed. For example, the method includes receiving trip data of one or more trips of a driver, dividing the trip data into a plurality of trip data segments based on a predetermined time period, wherein each trip data segment corresponds to a portion of the one or more trips, transforming the plurality of trip data segments into the image representation, and determining predicted driving behaviors of the driver based on the image representation of the one or more trips using a prediction model.