The Application Of Data Mining In Mobile Network Optimization

Data Mining is a typical Information-oriented intellective application technology, it is a new topic in the application of the network optimization. Data mining is an emerging data analysis technology, network optimization is a complex system engineering,.All this combined application of decision they need in our practice continuously grope, accumulate experience.Now the network optimization system, have some network optimization tools in the optimal alternative manual net work, but not yet formed the scale and a complete system. While intelligent optimization technology has not fully applied in network optimization system, network optimization technique is also unrealized automation, intelligent, the statistical analysis of test data and the adjustment of network optimization is dependent on the personal experience of engineers. Therefore, how to make full use of the data mining technology, forming a automation network optimization system, become an important topic.Firstly, this paper introduces the mobile communication network structure,network optimization theory and the main methods, in preparation for further study. The data mining is mainly introduces the concept, function and the method for data mining in network optimization theory of doing research on the application. And this is the key part, first analysis of data mining in network optimization application feasibility and principle, based on the specific application of two kinds of schemes, one is the traffic prediction research, another is based on clustering analysis of inconnective mining application system up. Finally, according to the actual situation proposed project requirements to support for data mining system architecture of intelligent optimization.Through these applications, go to the lavatory already discovered problems in technical personnel, handling problems, and make more clearly understand company executives and make scientific network network adjustment decision-making, still can help a company leadership decision-making, market researchers at the useful information, adjust the marketing strategy. From the enterprise development, can effectively enhance the competitiveness of enterprises and enhance customer satisfaction.