A Hybrid Network Model Based on the Construction of Virtual Service Areas for Taxi Demand Prediction

With the development and progress of smart cities, ride-hailing have high passenger demand because of high spatial and temporal flexibility. However, when ride-hailing platforms dispatch vehicles, it finds that lots of vehicles wandering areas with no demand and areas with passenger demand have no service vehicles, resulting in increased vehicle costs, reduced benefits, and increased passenger wai...