Analysis of effectiveness of smart city implementation in transportation sector in Oman

Wisam Ahmed Al Farsi, Geetha Achuthan
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引用次数: 1

Abstract

Due to the observed growth in world population and high utilization of basic services, a prerequisite to transform cities into urban ones had emerged in last few years. Oman is now running urbanization process as its cities are improved day by day. With this framework, a vast amount of data is generated and it can be analysed in appropriate manner & utilized in order to make these cities smart and can adopt themselves. Here, the concept of Big Data was born to be the primary factor of rapid urbanization and towards smart city. Thus, this paper aims to study the smart city concept, analyse and provide a clear illustration of the effectiveness of smart city implementation in public transportation in Oman using Big Data and its applications. Data collected from five of the Mwasalat internal bus routes in Muscat are used to predict passengers travel pattern in these routes. The predictions are formed using different forecasting methods namely TBATS and ARIMA. These methods are applied to passengers' dataset and is found that TBATS method is perfectly fitted with the dataset.
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阿曼交通部门实施智慧城市的有效性分析
由于世界人口的明显增长和对基本服务的高度利用,在过去几年中出现了将城市转变为都市的先决条件。随着城市的日益改善,阿曼正在进行城市化进程。有了这个框架,就会产生大量的数据,这些数据可以以适当的方式进行分析和利用,以使这些城市变得智能,并可以自我采用。在这里,大数据的概念诞生了,成为快速城市化和走向智慧城市的首要因素。因此,本文旨在研究智慧城市概念,利用大数据及其应用分析并提供阿曼公共交通智慧城市实施有效性的清晰说明。从马斯喀特的5条Mwasalat内部巴士路线收集的数据用于预测这些路线上的乘客旅行模式。采用TBATS和ARIMA两种不同的预测方法进行预测。将这些方法应用于乘客数据集,发现TBATS方法与数据集很好地拟合。
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