Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap

S Tekkesinoglu, A Habibovic, L Kunze - arXiv preprint arXiv:2404.00019, 2024 - arxiv.org
Given the uncertainty surrounding how existing explainability methods for autonomous
vehicles (AVs) meet the diverse needs of stakeholders, a thorough investigation is …

Individual differences and expectations of automated vehicles

Q Zhang, XJ Yang, LP Robert Jr - International Journal of Human …, 2022 - Taylor & Francis
Despite the benefits of automated vehicles (AVs), there are still barriers to their widespread
adoption. Expectations about AVs have been identified as one of the most important factors …

The Impact of Modality, Technology Suspicion, and NDRT Engagement on the Effectiveness of AV Explanations

Q Zhang, C Esterwood, AK Pradhan, D Tilbury… - IEEE …, 2023 - ieeexplore.ieee.org
Explanations—reasons or justifications for action—are being used to promote the
acceptance of automated vehicles (AVs). Yet, it is unclear whether and how the modality of …

The impact of individual differences on the acceptance of self-driving buses: a case study of Nanjing, china

Z Li, J Niu, Z Li, Y Chen, Y Wang, B Jiang - Sustainability, 2022 - mdpi.com
As a new mode of public transportation, self-driving buses offer numerous benefits, including
increased traffic safety, reduced energy consumption, optimized road-resource ratios, and …

Factors affecting the acceptance and willingness-to-pay of end-users: A survey analysis on automated vehicles

X Jiang, W Yu, W Li, J Guo, X Chen, H Guo, W Wang… - Sustainability, 2021 - mdpi.com
The emergence of automated vehicles (AVs) is expected to have a huge impact on traffic
safety and environmental improvement. In order to promote the sustainable development of …

One Size Does Not Fit All: Designing and Evaluating Criticality-Adaptive Displays in Highly Automated Vehicles

Y Ding, L Jia, N Du - Proceedings of the CHI Conference on Human …, 2024 - dl.acm.org
To promote drivers' overall experiences in highly automated vehicles, we designed three
objective criticality-adaptive displays: IO display highlighting Influential Objects, CO display …

Cross-Cultural Investigation of the Effects of Explanations on Drivers' Trust, Preference, and Anxiety in Highly Automated Vehicles

N Du, L Robert, XJ Yang - Transportation research record, 2023 - journals.sagepub.com
This study explored, in consideration of cultural differences, how explanation timing and
permission of the automated vehicle's (AV's) actions affected drivers' trust in, preference for …

How to use cognitive tools to increase sustainability of elderly people's mobility?

H Cao - Cognitive Sustainability, 2022 - cogsust.com
Aging of societies is a major international trend, thus effective and long-term development of
activities for the elderly is an important issue. Vehicles must improve the range of activities of …

Evaluate the effect of age and driving experience on driving performance with automated vehicles

T Li, R Zhao, Y Liu, Y Li, G Li - … Conference on Applied Human Factors and …, 2021 - Springer
This study investigated the effect of age and driving experience on driving performance with
automated vehicles. Participants performed a detection task while driving an automated …

Finding the Right Voice: Exploring the Impact of Gender Similarity and Gender-Role Congruity on the Efficacy of Automated Vehicle Explanations

Q Zhang, XJ Yang, LP Robert Jr - Proceedings of the AAAI Symposium …, 2023 - ojs.aaai.org
Abstract Automated Vehicles (AVs), acting as social robots, hold potential benefits for
society. Prior research highlights how AV explanations can enhance passenger trust by …