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In the context of the rapid development of Chinese economy and society, the commercial data has been greatly increased in the long run, so that the operation of the enterprise from the relevant data to find the corresponding decision support tools are getting more and more attention. The development of high-speed optical fiber communication network has further promoted the data mining and commercial functions in the operation and development of enterprises play a vital role. In the process of commercial transactions, the corresponding data contains a considerable part of the business decision-making process useful knowledge and content, and the application of data mining technology can be scientific and timely development of business operations hidden model and relationship problems. This paper discusses and analyzes the structure of general data mining system based on multi-method fusion in high-speed optical fiber communication network, the deficiency of common data mining system structure in commercial operation and the corresponding improvement ideas, the status quo of intelligent business data mining model, and Intelligent business data mining model of the future development trend of four important content, aimed at further strengthening the high-speed optical fiber communication network based on multi-method integration of intelligent business data mining model application and development, thus promoting our business stable and healthy operation.

Research on Intelligent Commercial Data Mining Model Based on Multi - Method Fusion in High - speed Optical Fiber Communication Network