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Nowadays micro and movable devices are widely used in many fields. In these fields, many data message exist. The fourth generation data mining software is trying to analysis data in these areas. The problems we need to solve are changing as the time past, to design a system which can be working longer, it must be adaptive. SOA is becoming to be the standard of appliance software on enterprise level because of it's flexible and expandable architecture. This paper first points out the direction of data mining research, then describes study on wireless sensor network data mining, designs the Service Oriented Sensor Network Data Mining System, includes three algorithm: distributed k-means, multi target tracking, improved FDM, describes the implement of multi target tracking and compares the improved FDM algorithm with FDM.