Spatio-temporal analysis of fixed broadband customer acquisition

Asma Rosyidah, I. Surjandari
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引用次数: 1

Abstract

As the need of people towards internet is increasing, fixed broadband market is growing. The growth of the market leads to bigger opportunity for provider in penetrating the market and gaining new customers. To penetrate the market, fixed broadband provider needs to make big investment in building and upgrading the network infrastructures as it offers more stability in service through the network configuration. Thus, it is important for fixed broadband provider to analyze its historical data to know which location it should choose and prioritize. Supporting the need of provider, this study was conducted to explore spatially the trends and emerging hot spots of customer acquisition through geographical information system based data of customer order. The research was conducted using spatio-temporal analysis on space time cube created from the data. The results show that the overall trend of number of customer acquisition is increasing and the emerging hot spots happen in the northern area of this study scoped region. The results of this research visualize the trends and emerging hot spots in the form of thematic map.
固定宽带用户获取的时空分析
随着人们对互联网需求的增加,固定宽带市场也在不断扩大。市场的增长为供应商提供了更大的机会来渗透市场并获得新客户。为了打入市场,固定宽带运营商需要投入大量资金建设和升级网络基础设施,通过网络配置来提供更稳定的服务。因此,对于固定宽带提供商来说,分析其历史数据以了解应该选择哪个位置并优先考虑是很重要的。本研究以供应商的需求为支撑,通过基于地理信息系统的客户订单数据,探索客户获取的空间趋势和新兴热点。通过对数据生成的时空立方体进行时空分析进行研究。研究结果表明,总体趋势是获客数量呈上升趋势,新兴热点集中在研究范围的北部地区。本研究的结果以专题地图的形式将趋势和新兴热点可视化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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