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CDMA Mobile Internet User Behavior Analysis Based on RP Interface

机译:基于RP接口的CDMA移动互联网用户行为分析

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摘要

With the development of Internet services, user behaviors are becoming more and more complex. Especially in mobile internet, user behavior analysis is difficult because of its high flexibility. In this article, a CDMA mobile network of some city from China Telecom (CT) was selected as sample, and mobile users' data of this area which came from A11 packets mirrored from RP interface was analyzed. Some statistics and analyzing methods in immobile network were used for reference, because references for mobile user analysis were rarely found. Standing on the point of user service instance, database and SPSS software were deployed to analyze the distribution characteristics of service instance duration, the relationships of login time, logout time, on-line duration and count of instances. So user online habits were concluded, and then described through k-means algorithm. This conclusion is valuable for mobile carriers to optimize network service.
机译:随着Internet服务的发展,用户行为变得越来越复杂。尤其是在移动互联网中,由于其高度的灵活性,因此很难进行用户行为分析。本文以中国电信(CT)某城市的CDMA移动网络为样本,分析了该区域的移动用户数据,这些数据来自RP接口镜像的A11数据包。由于很少找到用于移动用户分析的参考,因此使用了固定网络中的一些统计信息和分析方法作为参考。从用户服务实例的角度出发,部署数据库和SPSS软件分析服务实例持续时间的分布特征,登录时间,注销时间,在线持续时间和实例计数之间的关系。因此,总结了用户的在线习惯,然后通过k-means算法对其进行了描述。该结论对移动运营商优化网络服务具有重要意义。

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