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What access-for-all entails? Examining commuting experiences from subjective and objective accessibility in a fast-growing city, Jakarta 全民访问需要什么?在快速发展的城市雅加达,从主观和客观的可达性来研究通勤体验
Pub Date : 2023-01-01 Epub Date: 2023-07-19 DOI: 10.1016/j.eastsj.2023.100115
Tharra Ayuriany , Juhyun Lee , Isti Hidayati

This research aims to comprehend commuting experiences in rapidly growing metropolis from the perspective of accessibility, especially subjective accessibility, to better understand barriers and opportunities to using public transport. We examined Jakarta as an exemplar city experiencing an ever-increasing car dependency despite proactive policies and projects for modal shift. A qualitative descriptive method is used to investigate the nuances of individual experiences across mode and incomes. In-depth analysis of 110 questionnaires indicated that the public transport users perceived a higher-level accessibility due to convenience, affordability, and no congestion, while private transport users had low-level perception. The stereotypes of public transport appeared to nullify the benefits of public transport. Furthermore, most individuals had complicated attitudes about a certain mode, and positive feeling was not necessarily related to mode choice. For “access-for-all”, considering objective and subjective measures holistically is essential for interrogating critical issues of transport system and optimizing positive travel experiences.

本研究旨在从无障碍性,特别是主观无障碍性的角度来理解快速发展的大都市的通勤体验,以更好地理解使用公共交通的障碍和机会。我们将雅加达视为一个典型的城市,尽管有积极的政策和项目来改变模式,但它对汽车的依赖性仍在不断增加。使用定性描述方法来调查不同模式和收入的个人经历的细微差别。对110份问卷的深入分析表明,公共交通用户由于方便、负担得起和没有拥堵而感知到更高的可达性,而私人交通用户的感知水平较低。对公共交通的刻板印象似乎抵消了公共交通的好处。此外,大多数人对某种模式有着复杂的态度,积极的感觉与模式选择并不一定相关。对于“人人享有”,全面考虑客观和主观措施对于询问交通系统的关键问题和优化积极的出行体验至关重要。
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引用次数: 0
High frequency data in Land use and transport integrated model: A review of sources and application 土地利用与交通综合模型中的高频数据:来源与应用综述
Pub Date : 2023-01-01 Epub Date: 2022-12-28 DOI: 10.1016/j.eastsj.2022.100092
Thivya P. Amalan , Bo Du , Amal S. Kumarage , Rohan Wickramasuriya , Pascal Perez

The rapid urbanisation in cities, and its associated complexities demand that sophisticated decision support tools such as the LUTI models be employed to assist the balanced and sustainable development of transport and land use. It is evident from literature studies that the majority of LUTI models need extensive data, making them expensive and time-consuming, which will be a challenge for developing countries. On the other hand, with the advent of information and communication technology, the availability of high frequency (HF) data is increasing which can be collected at disaggregated level data frequently at little or no cost. The main focus of this research is trying to bridge the gap that exists between research with this type of data and it subsequent application in real context. On the basis of this, the paper focuses on (1) summarizing existing LUTI models and their corresponding data requirements; (2) explaining the sources of HF data in LUTI modelling; and (3) discussing the applications and challenges in implementation of such data in LUTI modelling. This review identifies the recent development of technology and availability of HFD can fill the gap of data availability for LUTI which has been discussed by a great number of authors in literature. Furthermore this kind of novel source of data can increase the potential of LUTI model particularly in developing countries, where land use and transport patterns are changing rapidly and where traditional forms of data are expensive to collect.

城市的快速城市化及其相关的复杂性要求使用LUTI模型等复杂的决策支持工具来帮助交通和土地利用的平衡和可持续发展。从文献研究中可以明显看出,大多数LUTI模型需要大量的数据,这使得它们既昂贵又耗时,这对发展中国家来说将是一个挑战。另一方面,随着信息和通信技术的出现,高频数据的可用性正在增加,这些数据可以经常以很少或没有成本的方式在分类级别收集数据。本研究的主要重点是试图弥合这类数据的研究与它在实际环境中的后续应用之间存在的差距。在此基础上,本文着重于(1)总结现有的LUTI模型及其相应的数据需求;(2) 解释LUTI建模中HF数据的来源;以及(3)讨论在LUTI建模中实现这些数据的应用和挑战。这篇综述确定了最近的技术发展和HFD的可用性可以填补LUTI数据可用性的空白,许多作者在文献中对此进行了讨论。此外,这种新的数据来源可以增加LUTI模型的潜力,特别是在发展中国家,这些国家的土地利用和运输模式正在迅速变化,传统形式的数据收集成本高昂。
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引用次数: 0
Examining logistics developments in post-pandemic Japan through sentiment analysis of Twitter data 通过对推特数据的情绪分析,研究大流行后日本的物流发展
Pub Date : 2023-01-01 Epub Date: 2023-04-28 DOI: 10.1016/j.eastsj.2023.100110
Enna Hirata , Takuma Matsuda

The objective of this study is to utilize natural language processing technologies to examine data gathered from Twitter related to logistics in Japan during the COVID-19 pandemic. The Bidirectional Encoder Representations from Transformers (BERT) machine learning model is utilized to assess the sentiment of the content. The findings suggest a positive outlook on logistics during time frame analyzed. This research has four key implications: (1) the sentiment towards the term "logistics" is generally positive as per our analysis; (2) there is a trend of increasing interest in logistics in western Japan in 2022; (3) social media can be utilized as a tool to address the challenges faced by the logistics industry; and (4) our research highlights the potential of using social media data to provide a more timely and comprehensive analysis of logistics and transportation trends.

本研究的目的是利用自然语言处理技术来检查在新冠肺炎大流行期间从Twitter收集的与日本物流相关的数据。利用来自变换器的双向编码器表示(BERT)机器学习模型来评估内容的情感。研究结果表明,在分析的时间框架内,对物流有积极的展望。这项研究有四个关键意义:(1)根据我们的分析,人们对“物流”一词的看法总体上是积极的;(2) 2022年,日本西部对物流的兴趣有增加的趋势;(3) 社交媒体可以被用作应对物流业面临的挑战的工具;以及(4)我们的研究强调了利用社交媒体数据对物流和运输趋势进行更及时、更全面分析的潜力。
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引用次数: 2
Travel behavior change of public transport users during the COVID-19 pandemic: Evidence from Bangkok COVID-19大流行期间公共交通用户的出行行为变化:来自曼谷的证据
Pub Date : 2023-01-01 DOI: 10.1016/j.eastsj.2023.100102
Phathinan Thaithatkul , Patanapong Sanghatawatana , Ornicha Anuchitchanchai , Wattana Laosinwattana , Jamison Liang , Saksith Chalermpong

The COVID-19 pandemic has radically altered how the world uses public transportation. Our study investigates the significant decrease in travel demand for public transport in Bangkok, Thailand due to the fear of contracting COVID-19, government public health measures aimed at mitigating risk, and remote and online behaviors adopted by the public. We examined the determinants of changes in travel frequency for all trip purposes among public transport users in Bangkok, Thailand during the COVID-19 pandemic using the within-between random effect model. These included online activities and behaviors, individual perceptions of COVID-19 risks, and sociodemographic and socioeconomic factors. Our findings revealed that demand for public transportation will likely return as COVID-19 becomes endemic and that work-from-home measures, remote learning, and food delivery services could substantially reduce individual travel demand. These hold important lessons for policymakers in balancing public health measures with the evolving supply and demand needs of Bangkok's transportation infrastructure.

新冠肺炎大流行从根本上改变了世界使用公共交通的方式。我们的研究调查了由于担心感染新冠肺炎、政府旨在降低风险的公共卫生措施以及公众采取的远程和在线行为,泰国曼谷公共交通出行需求显著下降的情况。我们使用随机效应模型研究了新冠肺炎大流行期间泰国曼谷公共交通用户所有出行目的的出行频率变化的决定因素。其中包括在线活动和行为、个人对新冠肺炎风险的认知以及社会人口和社会经济因素。我们的研究结果表明,随着新冠肺炎流行,对公共交通的需求可能会恢复,而工作时间、远程学习和送餐服务可能会大幅减少个人出行需求。这些为政策制定者在平衡公共卫生措施与曼谷交通基础设施不断变化的供需需求方面提供了重要经验教训。
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引用次数: 1
Psychological impacts on the travel behaviour post COVID-19 COVID-19后对旅行行为的心理影响
Pub Date : 2022-01-01 Epub Date: 2022-10-25 DOI: 10.1016/j.eastsj.2022.100087
Vikram Singh , Kamini Gupta , Amit Agarwal , Neelima Chakrabarty

The present study investigates the behavioural impact of COVID-19 on commuter's mobility. For this purpose, an online questionnaire survey was prepared, which was circulated in Delhi, India. More than 200 respondents participated in the survey. The information regarding travel patterns, working, mental health, and psychological stress are obtained for pre, during and post-COVID-19 periods. The results highlight that a significant number of commuters stated to shift their choice of commuting from shared modes to private modes of transport in the post-COVID-19 period. About 28.7% of persons who change their modes are likely to use it for a more extended period. Due to lockdown, 65% of people who are working/studying from home expressed to resume offline mode after COVID-19. About 80% of the persons will have anxiety and tension, which is likely to affect their driving behaviour (e.g., rash driving, distraction, insecurity).

本研究调查了COVID-19对通勤者流动性的行为影响。为此目的,编制了一份在线问卷调查,在印度德里分发。超过200名受访者参与了这项调查。获取了covid -19之前、期间和之后的旅行模式、工作、心理健康和心理压力等信息。研究结果强调,在covid -19后时期,相当多的通勤者表示他们的通勤选择从共享模式转向私人交通方式。约有28.7%改变了使用方式的人可能会延长使用时间。由于封锁,65%的在家工作/学习的人表示在新冠肺炎后恢复离线模式。大约80%的人会感到焦虑和紧张,这可能会影响他们的驾驶行为(例如,鲁莽驾驶,分心,不安全)。
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引用次数: 11
Distinguishing different types of city tourists through clustering and recursive logit models applied to Wi-Fi data 将聚类和递归logit模型应用于Wi-Fi数据,区分不同类型的城市游客
Pub Date : 2022-01-01 Epub Date: 2022-02-01 DOI: 10.1016/j.eastsj.2021.100044
Yuhan Gao, Jan-Dirk Schmöcker

We discuss the possibilities to distinguish different types of tourists based on Wi-Fi sensor data. The data are obtained from 20 sensors employed in Higashiyama, Kyoto, which is an area highly frequented by tourists. We describe tourist-tours as a sequence of sensors at which they are observed. Based on these records a clustering approach is chosen where we select as clustering variables, among others, the degree of detours and the length of time they are observed. We find that we can distinguish groups of tourists that are visiting a number of sightseeing spots in a short time from others who walk through the area more leisurely and are likely enjoying souvenir shops and restaurants. For the main tourist clusters than a Recursive Logit approach is applied to model their route-choice based on path length and attractions en-route. We find that the estimated parameters reflect these group characteristics.

我们讨论了基于Wi-Fi传感器数据区分不同类型游客的可能性。这些数据是通过在游客频繁光顾的京都东山市安装的20个传感器获得的。我们把旅游描述为一系列可以观察到的传感器。基于这些记录,我们选择了一种聚类方法,其中我们选择了聚类变量,其中包括弯路的程度和观察弯路的时间长度。我们发现,我们可以区分在短时间内参观多个观光景点的游客团体和其他更悠闲地穿过该地区并可能享受纪念品商店和餐馆的游客团体。对于主要的旅游集群,采用递归Logit方法,基于路径长度和沿途景点对其路线选择进行建模。我们发现估计的参数反映了这些群体特征。
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引用次数: 1
Comparison between algebraic connectivity-based and global efficiency-based vulnerability for railway topology analysis: A case study of Kyushu, Japan 基于代数连通性和基于全局效率的铁路拓扑脆弱性分析比较——以日本九州为例
Pub Date : 2022-01-01 Epub Date: 2022-05-13 DOI: 10.1016/j.eastsj.2022.100074
Pongwit Promsuwan , Shoichiro Nakayama , Hiromichi Yamaguchi , Shun-ichi Kobayashi

In this study, we analyzed and compared the topology-based vulnerability of several railway networks to plan a preventive strategy using two vulnerability criteria, i.e., global efficiency- and algebraic connectivity-based vulnerabilities. We studied the feasibility of the latter as an alternative method. Furthermore, we compared the results and correlations of these vulnerability criteria with each other and the edge betweenness centrality to analyze the relationships between all three indicators that consider the most critical sections of networks. Our case study was obtained by combining three main railway networks in Kyushu, Japan, which have suspended operations in the past because of several natural disasters. These results proffer solutions in identifying the most important sections among stations from multiple viewpoints to manage protection priorities and conduct routine inspections or repairs.

在这项研究中,我们分析和比较了几个铁路网络的基于拓扑的脆弱性,并使用两个脆弱性标准,即基于全局效率和代数连通性的脆弱性,来规划预防策略。我们研究了后者作为一种替代方法的可行性。此外,我们比较了这些漏洞标准的结果和相关性以及边缘中间性中心性,以分析考虑网络最关键部分的所有三个指标之间的关系。我们的案例研究是通过结合日本九州的三个主要铁路网获得的,这些铁路网过去曾因几次自然灾害而暂停运营。这些结果为从多个角度确定站点中最重要的部分提供了解决方案,以管理保护优先级并进行例行检查或维修。
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引用次数: 0
Critical factors affecting performance of logistics operation planning considering interdependency: A case study in automotive aftermarket 考虑相互依存关系的物流运营计划绩效影响因素研究——以汽车后市场为例
Pub Date : 2022-01-01 Epub Date: 2022-02-01 DOI: 10.1016/j.eastsj.2022.100055
Cheng-Hsien Hsieh, Meiting Zhang

Automotive aftermarket operations cover a wide scope from aftersales car maintenance to the last stage of car's lifecycle, including all activities in aftermarket parts and services. Logistics operation planning in automotive aftermarket suffers from demand uncertainty and inaccurate forecasting issues. These issues lead to not only inappropriate inventory level, but also poor performance of order fulfilment and customer satisfaction. Therefore, this study explores the important antecedents of order fulfilment using decision making trial and evaluation laboratory (DEMATEL) based on thirteen criteria. An automotive aftermarket company handling business in Southeast Asia is employed as the empirical case. The methodology can determine the critical factors in the logistics operations of automotive aftermarket considering interdependency among factors involved in the proposed system. According to the analytical results, the company should improve accuracy of demand planning, supply chain lead time and stock availability superiorly.

汽车后市场业务涵盖了从汽车售后维修到汽车生命周期最后阶段的广泛范围,包括汽车后市场零部件和服务的所有活动。汽车后市场物流运营规划存在需求不确定性和预测不准确等问题。这些问题不仅导致库存水平不合理,而且导致订单履行和客户满意度不佳。因此,本研究利用决策试验与评估实验室(DEMATEL)基于13个标准来探讨订单履行的重要前因。本文以一家在东南亚经营汽车后市场业务的公司为实证案例。考虑到所提出的系统中所涉及的因素之间的相互依赖性,该方法可以确定汽车后市场物流运作中的关键因素。根据分析结果,公司应优先提高需求计划的准确性、供应链交货时间和库存可用性。
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引用次数: 1
Network structure revelation and airport role evaluation under three different COVID-19 pandemic periods: Evidence from a Chinese airline 新冠肺炎大流行三个不同时期的网络结构揭示与机场作用评估——来自中国某航空公司的证据
Pub Date : 2022-01-01 Epub Date: 2022-08-01 DOI: 10.1016/j.eastsj.2022.100082
Haoyu Zhang , Weiwei Wu , Frank Witlox

The continuous spread of coronavirus disease 2019 (COVID-19) has had a substantial impact on China's domestic airline networks. It is important for airlines to identify key airports and airport roles in future network design. In this paper, a k-core algorithm is used to decompose the network layers during different periods of COVID-19 to investigate the network structure and the airport role change. By considering both airport degree and route traffic, network characteristics are analyzed, and the key airports are determined based on network evaluation. The results show that the airline network is robust due to its mixed hub-and-spoke network structure, which is basically dominated by direct flights between airports. However, different operation patterns should be implemented based on airport roles. It is not advisable for airlines to pursue network connectivity at the cost of a low passenger load factor.

2019冠状病毒病(COVID-19)的持续传播对中国国内航空网络产生了重大影响。对于航空公司来说,确定主要机场和机场在未来网络设计中的作用是很重要的。本文采用k-core算法对COVID-19不同时期的网络层进行分解,研究网络结构和机场角色的变化。在综合考虑机场度和航线客流量的基础上,分析了网络特征,并基于网络评价确定了重点机场。结果表明,该航线网络具有较强的鲁棒性,主要表现为以机场间直航为主的混合型枢纽辐状网络结构。但是,应根据机场角色实现不同的操作模式。航空公司以低客座率为代价追求网络连接是不可取的。
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引用次数: 4
Influence of the COVID-19 pandemic on old-style LAMAT services in developing cities of Asia: The case study of Phnom Penh 新冠肺炎疫情对亚洲发展中城市旧式LAMAT服务的影响——以金边为例
Pub Date : 2022-01-01 Epub Date: 2022-06-30 DOI: 10.1016/j.eastsj.2022.100080
Veng Kheang Phun , Pharinet Pheng , Hironori Kato , Tetsuo Yai

Urban mobility is likely to undergo significant changes due to the ongoing COVID-19 pandemic and future potential outbreaks. This study examines the influence of the COVID-19 pandemic on the operational services of old-style LAMAT (i.e., Remork) drivers. The pandemic's influence was investigated using several analytical approaches—including mean comparison and regression analyses—which used data collected from an interview survey with 186 Remork drivers in Phnom Penh from December 25–28, 2020. The results indicated a negative influence of the COVID-19 pandemic on the livelihoods of Remork drivers; that is, the drivers' monthly income has substantially declined since the pandemic began (p < 0.01). The impacted drivers also expressed their difficulties during the pandemic and requested various forms of public support. This study provides different perspectives on analytical techniques to examine the possible influence of COVID-19 on society and offers guidance for relevant urban transport policies in response to the current pandemic and the new normal.

由于目前的COVID-19大流行和未来可能爆发的疫情,城市交通可能会发生重大变化。本研究考察了新冠肺炎疫情对老式LAMAT(即remk)司机运营服务的影响。通过几种分析方法(包括均值比较和回归分析)调查了大流行的影响,这些分析方法使用了2020年12月25日至28日在金边对186名拉莫克司机进行的访谈调查收集的数据。结果表明,新冠肺炎疫情对司机生计产生负面影响;也就是说,自疫情开始以来,司机的月收入大幅下降(p <0.01)。受影响的司机还表达了他们在大流行期间的困难,并要求各种形式的公众支持。本研究为分析新冠肺炎对社会可能产生的影响提供了不同的分析技术视角,并为应对当前大流行和新常态的相关城市交通政策提供了指导。
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引用次数: 0
期刊
Asian Transport Studies
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