Big Data Analysis Application System Design And Case Study Based On Mobile Communication Data

This study is bottomed on the development of mobile communication technology and big data.Concerning the characteristics of mobile communication data,a few relevant applications are designed,and the core algorithms in these applications are implemented.The study is divided into two parts.The first part is the design of applications for mobile communication user data.It includes the management promotion towards customers,the presentation of time and space data for public services,data property management of telecom data,and advertising for business development of the operators.The second part is a case study of these application based on a specific data set.By means of statistical analysis technology and data visualization method,the relationship between user properties and terminal changes is analyzed.Then the user terminal changes are predicted,according to k-means and Logistic regression.