Analysis of route choice behavior using frequent routes

To make the route searching results closer to driver's preferences, it is necessary to learn drivers' route choice behavior. Different from the existing methods, the paper analyzes driver route choice behavior based on frequent routes, which are the routes chosen by drivers frequently. In the method, route type preferences and frequent route popularity are analyzed. In the end, an application case in China is introduced and experiment results about taxi driver route choice behavior are shown.