移动电话通信统计元数据分析

Samuel Vanek, P. Kanuch, John Nemcik
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引用次数: 0

摘要

在工业国家,每个人都至少拥有一个移动电话或网卡,用于连接移动(无线)网络,这是很常见的。更重要的是,这里不仅仅是人。有设备连接到网络并一起通信,这在日常生活的各个领域开辟了许多新的可能性,也被称为工业4.0。机器和人产生大量的数据,也被称为大数据。通过收集和分析有关移动通信的元数据,可以改善电信公司提供的不同服务或改善基础设施本身。在我们的工作中描述了一些现有的解决方案。我们尝试将数据可视化和统计分析两种方法结合起来,在此基础上,我们提出、实现并测试了一个新的工具,可以帮助未来的数据分析师。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical Metadata Analysis of Mobile Phone Communications
It is common in industrial countries that everybody owns at least one mobile phone or network card for connecting to a mobile (wireless) network. What is more, there are not only people. There are devices connected to networks and communicating together, which opens many new possibilities in each area of everyday life, also known as Industry 4.0. Machines and people produce a lot of data, also called Big Data. By collecting and analyzing metadata about mobile communications, it is possible to improve different services provided by telecommunication companies or improve infrastructure itself. Some existing solutions are described in our work. We tried to combine two approaches, visualization of data and statistical analysis and based on that, we have proposed, implemented, and tested a new tool, which can help data analysts in the future.
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