Multi-party set operation is important for the utilization of big data distributed and stored in various organizations. In previous works, the system is not constructed assuming realistic usage scenarios, and there is a problem that the overhead becomes large for use in various applications. In this paper, we propose an application method of practical multi-party set operation supposing various applications and suppressing overhead.