Identifying Transportation Mode from GPS Trajectory Data: A Systematic Review

The development of wireless infrastructure and data collection technologies such as the Global Positioning System (GPS) and Geospatial Information System (GIS) has led to growth in the production and collection of data, especially trajectory data. This information is important in many fields of research such as identifying transportation modes. Analysis of the users' transportation modes is an important factor for various areas such as traffic management. In this paper, we compare the existing approaches in the research in terms of preprocessing and segmentation methods, feature engineering, the algorithm used for identifying transportation modes, and the considered transportation mode categories.

Keywords:

Transportation Mode , Travel Data , Trajectory Data , GPS Trajectory , Spatial Data Mining