Abstract: To understand and research comparison algorithm of big trajectory data, an overall and systematical summarization of the trajectory comparison is given under the development and background of the big data research. With the problems of the big data application raised, the trajectory data need deeper research on the computation of the big data, the intelligence of the algorithms and the efficiency and the validity of the algorithm, etc.

Key words: big data, comparison algorithm, semantic,  trajectory, distance