The Application And Research Of ERP-Oriented Data Mining Technology

Although ERP has been widely used in enterprise, mass data accumulated during the running of ERP has not been taken full use of. Nowadays, mining the knowledgy implied in the mass data of ERP is a research hotspot and an inexorable trend of the application of ERP. Data mining is the technology that mines regular knowledgy out of massive data and reveals inherent, certain relationship. And it is also the important means by which enterpises take use of the knowledge implied in the data of ERP to assistant decisions in the operations of enterprises.The synthetic appplication of principles of ERP, data mining technology and data warehouse technology was discussed in this paper on the basis of analysing the current situation of ERP and data mining.The essential principles of ERP-Oriented data mining were researched, and the architecture of ERP-Oriented data mining was suggested in this paper on the basis of general theories of data mining. The algorithm model of ERP-Oriented data mining was researched and association rules algorithm, clustering analysis algorithm, neural network algorithm was given. All above-mentioned theories were applied into the process of mining sale data in ERP, and introduced the implementation approach of ERP sale data warehouse, ERP sale data mining and the method of requirements analysis of sale data mining was put forward, After analysing the system framework of sale data warehouse and evaluation method, gave the method of forecasting sale time series using neural network, established time series forecasting model using neural network.