A Comprehensive Survey of Recommendation System Based on Taxi GPS Trajectory

In recent years, the service system based on taxi GPS trajectory gradually becomes a hot research topic. In this paper we first give some descriptions and definitions of the taxi GPS trajectory problems. Different from the traditional recommendation system, the service system based on taxi GPS trajectory will lead to some special challenges and we will give corresponding solutions to solve these problems. Therefore, we propose a recommendation system framework for this issue via the emphasis on temporal and spatial information mining. Then, we discuss the different classification method by different points of views including the statistics of spatial information, the modeling of time information, mining methods and knowledge discovery models. Finally, we point out the promising directions in this field.