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Mobile Phone Data Statistics as Proxy Indicator for Regional Economic Activity Assessment

机译:移动电话数据统计作为区域经济活动评估的代理指标

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The mobile data analysis is an authoritative source of information for problems solving in the fields of human activity recognition, population dynamics, tourism, transport planning, traffics measuring, public administration and other activities and could be the source for valuable information as a proxy indicator. One of the obstacles to user data from mobile operators is compliance to the General Data Protection Regulation, so the development of data analytics approach that protects personal data without a necessity to identify mobility of particular persons was developed, that still provides economically relevant data. In the present research, the method for the economic activity assessment based on mobile phone data statistics of any analysed region has been developed. The data of person activity was aggregated at the area of each base station by the 15 minutes interval, where the activity is defined as the number of outgoing and incoming calls, sent and received short message service (SMS), as well the number of the unique users. The Latvian counties have used as a case study where regions were grouped into the similar categories and compared for two periods: 2015 - 2016 and 2017 by the economic activity efficiency with particular attention to the seasonality effect for mobile phone activities in counties. It was concluded, that the economic activity of counties can be estimated and in the particular case positive dynamics of regional development has been detected.
机译:移动数据分析是在人类活动识别,人口动态,旅游,运输计划,交通衡量,公共管理和其他活动中解决问题的问题的权威信息来源,并且可以成为作为代理指标的宝贵信息的来源。来自移动运营商的用户数据的障碍之一是符合通用数据保护规范,因此开发了在不需要确定特定人员的流动性的情况下保护个人数据的数据分析方法的开发,仍然提供经济相关的数据。在本研究中,已经开发了基于任何分析区域的移动电话数据统计的经济活动评估方法。人员活动的数据在每个基站的区域的15分钟间隔中聚合,其中活动被定义为传出和来电,发送和接收的短消息服务(SMS)的数量,也是如此独特的用户。拉脱维亚县已用作案例研究,地区被分组为类似类别,并将其与经济活动效率特别关注县中移动电话活动的季节性效应特别关注县中的季节性效应:2015 - 2016年和2017年。据综述,可以估计县的经济活动,并在特定情况下检测到区域发展的积极动态。

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