Transportation Analytics Using Smart Card Data: A Systematic Review

IF 7.9 1区工程技术 Q1 ENGINEERING, CIVIL

IEEE Transactions on Intelligent Transportation Systems Pub Date : 2025-06-03 DOI:10.1109/TITS.2025.3571101

Leonardo Monteiro-Fialho;Enrique Cueto-Rubio;Carlos Granell;Sergio Trilles

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引用次数: 0

Abstract

The widespread adoption of smart card technology in mobility services, particularly in public transportation, as well as in car and bike sharing systems, has opened up new avenues for transportation service providers to gain insights into passenger travel behaviors. Smart card data offers a rich source of information on passenger trips, enabling a wide range of transportation analytics applications, including operator performance monitoring, demand modeling, and travel behavior analysis. This systematic mapping review aims to comprehensively examine the current state-of-the-art in leveraging smart cards for analytical studies applied to public transportation research. The review focuses on identifying and analyzing the main analytical purposes, methods, techniques, datasets, and trends used in these studies. The findings of this review provide valuable insights into the current research landscape of smart card data for public transport and highlight potential knowledge gaps that warrant further research.

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使用智能卡数据的交通分析：系统回顾

智能卡技术在交通服务，特别是公共交通，以及汽车和自行车共享系统中的广泛采用，为交通服务提供商了解乘客的出行行为开辟了新的途径。智能卡数据提供了丰富的乘客出行信息来源，支持广泛的交通分析应用，包括运营商绩效监控、需求建模和出行行为分析。这个系统的地图审查的目的是全面检查目前的先进技术，利用智能卡的分析研究应用于公共交通研究。这篇综述的重点是识别和分析这些研究中使用的主要分析目的、方法、技术、数据集和趋势。本综述的发现为当前公共交通智能卡数据的研究现状提供了有价值的见解，并突出了值得进一步研究的潜在知识差距。

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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来源期刊

IEEE Transactions on Intelligent Transportation Systems 工程技术-工程：电子与电气

CiteScore

14.80

自引率

12.90%

发文量

1872

审稿时长

7.5 months

期刊介绍： The theoretical, experimental and operational aspects of electrical and electronics engineering and information technologies as applied to Intelligent Transportation Systems (ITS). Intelligent Transportation Systems are defined as those systems utilizing synergistic technologies and systems engineering concepts to develop and improve transportation systems of all kinds. The scope of this interdisciplinary activity includes the promotion, consolidation and coordination of ITS technical activities among IEEE entities, and providing a focus for cooperative activities, both internally and externally.