I. Introduction
The key factor of transportation systems is to predict the travel demand of moving people or goods. The trip propose is the origins of travel demand and is important to figure out travel behavior and predict travel demand for transportation planning. Therefore, trip purpose prediction is important for travel demand analysis. Compared to traditional surveys like person trip behavior surveys and paper-based diary surveys, the mobile instruments and GPS positioning improve the quality of the questionnaire in both space and time dimensions significantly.