System and method for forecasting new business market based on data development
A technology of market forecasting and data mining, which is applied to predict the number of customers and revenue of new products or businesses. The application field of data mining in the field of computer-aided decision-making can solve the problem that data cannot be analyzed effectively and the market prospect of new products cannot be used. Forecasting and other issues to achieve the effect of improving the accuracy of prediction
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[0020] The flow chart of the system modules is shown in Fig. 1, and the implementation in the telecommunications industry is taken as an example to further describe the present invention in detail.
[0021] Forecast the number of users and revenue of the new business - broadband (4M) at 10 yuan per hour.
[0022] Step 1: Dimensions are defined as cost items (referring to the classification of local calls, long-distance calls, etc.), service types (fixed calls, PHS, mobile phones, broadband, WAP, etc.), billing types, prices, and average charges. The ratio of each dimension affecting the similarity coefficient is defined as 0.3, 0.2, 0.1, 0.2, 0.2 in turn.
[0023] Step 2: Obtain the data of various dimensions of the old business, the number of customers, and revenue through the telecom billing system and customer resource management system. There are three pieces of old business data associated with the new business in the database. As shown in the table below:
[0024] ...
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