Exploring behaviors and satisfaction of micro-electric vehicle sharing service users: Evidence from a demonstration project in Jeju Island, South Korea

Lee, Hyukseong; Kim, Jinhee; Seo, Sungju; Sim, Minaa; Kim, Jaeeun

doi:10.1016/j.scs.2022.103673

Cited by 9 publications

(7 citation statements)

References 54 publications

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“…Findings from this study may be useful for transport planners, the research community, and policymakers presenting a conceptualized state-of-the-art related to the eMobilitysharing concept. In addition, this study suggests that mobility service operators, municipalities, and policymakers should invest in fast-charging infrastructure near residential areas and shopping centers, as mentioned in the literature [68]. Similarly, the standardization of fast-charging infrastructure significantly enhances EV market share and performance.…”

Section: Implications For Transport Policymentioning

confidence: 74%

“…To understand the individuals' behaviors and uptake of eMobility-sharing service in smart communities, this study examines individuals' intention and use of the eMobility-sharing service innovation grounded on the DoI theory. Prior studies in the literature related to eMobility explored the effective analysis of micro-EV via a framework and establishment study in demonstration projects by employing various analysis methods [68]. As seen in Figure 3, this study identifies various factors to investigate individuals' perception of eMobility-sharing service based on the individual characteristics, perceived characteristics, and individuals' adoption stage impact towards the overall adoption of eMobility-sharing service adoption in smart communities.…”

Section: Discussionmentioning

confidence: 99%

“…Shortening the charging time through fast charging has the potential to increase the adoption of EVs by citizens. Also, providing a charging infrastructure around regularly traveled locations such as the city center will positively impact the citizens' uptake of electric car-sharing [68,74]. Therefore, municipalities deploying fast-charging infrastructure near locations such as shopping centers, where micro eMobility assets such as e-scooter or e-bicycles sharing services are being used, will possibly improve the welfare of citizens and aid the transition towards green modal shift.…”

Section: Implications For Transport Policymentioning

confidence: 99%

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Examining the Adoption of Sustainable eMobility-Sharing in Smart Communities: Diffusion of Innovation Theory Perspective

Bokolo

2023

Smart Cities

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The transport sector is undergoing disruption due to trends such as tightening environmental targets, digitalization, and servitization, contributing to low-carbon mobility and offering citizen-oriented services. As a response, various initiatives, such as electric mobility (eMobility), have emerged that promote sustainable road transport and active mobility in the last few years. However, irrespective of the potential of eMobility, there are still few studies that examine individuals’ intention and adoption of eMobility-sharing services in smart communities. Accordingly, this study aims to develop a model grounded on the Diffusion of Innovation (DoI) theory to investigate the factors that impact individuals’ adoption of eMobility-sharing service and how to improve the adoption of eMobility-sharing service. A mixed-mode methodology was employed; quantitative data from survey questionnaires were used to gather data, and Statistical Package for Social Science (SPSS) was used to analyze the data. Additionally, qualitative data via interview was collected to demonstrate in ArchiMate modeling language how eMobility-sharing services are practically implemented as a use case study within smart communities. Findings from this study offer a model that focuses on eMobility-sharing adoption from the perspective of smart communities. Additionally, the findings offer a better understanding of how such integrated, multimodal systems fit with the sustainable mobility needs of citizens. More importantly, general recommendations to policymakers and practitioners to increase the uptake of shared eMobility are provided.

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Section: Implications For Transport Policymentioning

confidence: 74%

Section: Discussionmentioning

confidence: 99%

Section: Implications For Transport Policymentioning

confidence: 99%

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Examining the Adoption of Sustainable eMobility-Sharing in Smart Communities: Diffusion of Innovation Theory Perspective

Bokolo

2023

Smart Cities

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“…The attention mechanism has emerged as a pivotal technique in fine-grained image recognition, enhancing the nuances and subtleties of images ( Lee et al, 2022 ; Hu et al., 2023 ; Jiang et al., 2023 ). The attention mechanism rapidly scans the global context, pinpoints the pertinent target regions, and dampens unrelated information.…”

Section: Methodsmentioning

confidence: 99%

TRiP: a transfer learning based rice disease phenotype recognition platform using SENet and microservices

Yuan,

Xia,

Tian

et al. 2024

Front. Plant Sci.

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Classification of rice disease is one significant research topics in rice phenotyping. Recognition of rice diseases such as Bacterialblight, Blast, Brownspot, Leaf smut, and Tungro are a critical research field in rice phenotyping. However, accurately identifying these diseases is a challenging issue due to their high phenotypic similarity. To address this challenge, we propose a rice disease phenotype identification framework which utilizing the transfer learning and SENet with attention mechanism on the cloud platform. The pre-trained parameters are transferred to the SENet network for parameters optimization. To capture distinctive features of rice diseases, the attention mechanism is applied for feature extracting. Experiment test and comparative analysis are conducted on the real rice disease datasets. The experimental results show that the accuracy of our method reaches 0.9573. Furthermore, we implemented a rice disease phenotype recognition platform based microservices architecture and deployed it on the cloud, which can provide rice disease phenotype recognition task as a service for easy usage.

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“…According to Kwon, Son [154], the EV sales in Jeju Island, South Korea, have surpassed any other big cities in the country. It accounted for 55.2% of all EVs purchased in South Korea [155]. This success is due to the active initiative the Jeju Self-governing Province took in terms of expanding the public charging infrastructure, supporting in-home charger installation, and promoting additional incentives to Jeju residents on top of the benefits already offered by the Korean government.…”

Section: Current Ev Target and Policy Requiredmentioning

confidence: 99%

Challenges of Electric Vehicles and Their Prospects in Malaysia: A Comprehensive Review

et al. 2022

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Electric vehicles (EVs) in Malaysia are gaining more attention and interest from the public. However, the electric vehicle’s exposure, awareness, and sales are still low compared to other countries. In this review, the challenges associated with implementing the electric vehicle culture in Malaysia are thoroughly reviewed, including the obstacles that the Malaysian government, policymakers, EV manufacturers, and EV users face in terms of EV cost, travel demand, charging station availability, impact on the power grid, and battery capacity. Then, all the identified challenges have been addressed by considering the user behavior, travel demand, socio-economical culture of Malaysia, current policies taken by the government of Malaysia, and the psychological outlook of Malaysians towards EV adoption. Moreover, potential suggestions have been proposed that the government of Malaysia may adopt during policy planning and when seeking to provide incentives to the users. Finally, a concrete conclusion has been drawn by disseminating the vision about the future of EVs in Malaysia. The proposed review of the technologies, challenges, prospects, and potential solutions associated with EV adoption in Malaysia can provide a base for proper strategic policy and help policymakers frame strategies to achieve the targets. This review could help achieve sustainable EV transport, and the successful implementation of Malaysian National Automotive Plan 2020, with the goal of adopting next-generation green vehicles.

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Exploring behaviors and satisfaction of micro-electric vehicle sharing service users: Evidence from a demonstration project in Jeju Island, South Korea

Cited by 9 publications

References 54 publications

Examining the Adoption of Sustainable eMobility-Sharing in Smart Communities: Diffusion of Innovation Theory Perspective

Examining the Adoption of Sustainable eMobility-Sharing in Smart Communities: Diffusion of Innovation Theory Perspective

TRiP: a transfer learning based rice disease phenotype recognition platform using SENet and microservices

Challenges of Electric Vehicles and Their Prospects in Malaysia: A Comprehensive Review

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