随着移动通信技术的迅猛发展，移动运营商积累了海量的用户行为数据。首先基于移动网络的多种数据源，结合通信用户行为的特点，通过时空关联分析的方法提出了一套通信用户停留分析的方法；随后在对用户进行停留分析的基础上，通过用户价值区域多维分析的方法挖掘出高价值区域的地理分布情况。实践表明，基于通信数据的用户行为分析及用户价值区域特征分析对通信网络的建设、通信网络的建设与优化具有重要的现实意义和实用的应用价值。%With the rapid development of mobile communication technology, mobile operators have accumulated vast amounts of user behavior data. According to a variety of mobile network data sources, considering the characteristics of user behavior, using the method of spatial-temporal correlation analysis, this paper proposed a communication users retention analysis method, on which basis, it digs out the geographical distribution of high value areas by using the user value regional multi-dimensional analysis method. The facts show that data-based user behavior analysis and user-value regional characteristics analysis is of great practical signiifcance and high application value for network construction and optimization.
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