Abstract: Accrording to the different requirements of applications of vehicle monitor and scheduling system, three interest models of GPS monitoring are abstracted，including position interest model, path interest model and region interest model. By making full use of historical track information of vehicle position, solutions and concrete algorithms of interest models above are constructed. The result of experiment demonstrates the reliability and effectiveness of proposed algorithms.

Key words: vehicle monitoring and scheduling system, interest model, GPS position matching