User-assigning is one of the methods to solve the problem of imbalance in bike-sharing system. However, the current user-assigning method has some loopholes, which provides opportunities for some users to obtain rewards in an improper way. We classify users into three categories according to the way the rewards are earned. By analyzing the behavior characteristics of users, we propose an algorithm to identify different type of users. The final rewards will depend on whether the bike redistribution is achieved and how it is achieved. This method can help the system identify the profit-making behavior of the users and improve the legitimacy of the bike redistribution, thus reducing the total operating cost of the system and improve the service level.

CICTP