With about eight million commuters each day, the Seoul metropolitan subway (SMS) system has been a vital mode of transportation in the Seoul metropolitan area. SMS system is a vast network, with new lines being added continuously. Its number of users has remained remarkably consistent throughout its lifespan due to its convenience, capacity, and energy-saving efficiency.