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Dataming Based On The Telecom Network Moniting And Cheching System

Posted on:2006-10-26Degree:MasterType:Thesis
Country:ChinaCandidate:L C HouFull Text:PDF
GTID:2168360152494520Subject:Agricultural Economics and Management
Abstract/Summary:PDF Full Text Request
According to theory and method of System Engineering, this paper studied the neural network of data mining base on the GuangDong Telecom Network Monitoring and Checking System. Guide by system theory, various Subject-intellectual Knowledge is comprehensively applied in the paper, such as Information Science, Computer Science, Telecom Science. The structure and function of Data Mining System of GuangDong Telecom Networking Monitoring and Checking System was designed by analyzing the object and mission of the system, the use's demand, the source of data, the foundation of data-warehouse and the investigation of data mining. After data extract, transformation and Loading, a multi-dimension data-warehouse was built. By using mending BP Network Arithmetic , the data mining system was designed. The designing of system function is consistent with the real-time of telecom network, which makes the system structure more reasonable and service function more strengthened. The system has played an important role in the GuangDong Telecom Network Monitoring and CheckingSystem.The merit of this paper is organically combination Neural Network with DataMining. The combination makes it possible to solve the difficult problem of Telecom Network Monitoring. This paper offers an efficient tool for the management of land resources and environment information.
Keywords/Search Tags:Information System, Data-Mining System, BP Neural Network, Data-Warehouse, Data-Mining
PDF Full Text Request
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