Research And Implementation Of Telecom Enterprise Customers Data Analysis System Based On Hadoop

After the reform and reorganization of telecom enterprises in China,the telecom operation faces a new competitive pattern.The competition of network resources turns to service competition,and the enterprise customer resources become the focus of the competition of operators.Along with the development of the Internet of things and artificial intelligence,a wide variety of mobile application tech mobile end.At the same time,operators have also developed a lot of independent mobile client APP products,operators have a large number of users surfing the Internet,how to use these data to dig the user information,is used to track their own products,control of their products in the market share,has become urgent things.If can effectively dig out the relevant information from the Internet data,can know more about users' online habits and use of interests,and based on the characteristics of its own products,can introduce related products for the user.In terms of products,we can also analyze the market situation of products and make effective improvement iterations so as to better adapt to the market.Based on the MapReduce core distributed algorithm and the Hadoop platform,the paper makes data mining on the data of the original user data.According to each mobile phone number of the original data online,from the product and customer two big dimensions,active,to access the page and access frequency,traffic and the access time multiple analysis indicators for mining purposes,according to the product and the user,the corresponding relation of big clients and the users,calculate the user,product,the big customer three dimension model for analysis.Based on the above algorithm,the paper designs and implements an industry company to support big data display platform.Users can through this platform,the analysis of the query you want product or big customer related indicators,and to list and charts show in two ways,support for users to use the results derived data.The system based on B/S design pattern,perform incremental algorithm makes daily new Internet data calculation and will result in the database,the front desk directly from the database query information needed and show to the user,to deal with the daily new figures for a large number of users surfing the Internet,and can satisfy the real-time requirement of user queries.