Abstract: This article proposed the general frame of Railway Automatic Ticketing and Gate Monitoring System(RATGS). The System was consisted of 4 layers, which were the infrastructure layer, the management layer, the analysis layer and application layer. The System was introduced technologies such as multidimensional data analysis, the distributed file system storage MapReduce, Complex Event Processing(CEP), data mining and etc., to implement the value added services based on passenger behavior analysis, such as fault early warning, analysis of failure rate, the utilization rate analysis of equipments, business optimization analysis, OD hotspot analysis, abnormal passenger recognition,usability analysis of equipment. All of these pointed out a new method for the future development of RATGS.