Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions

S Atakishiyev, M Salameh, H Yao, R Goebel - IEEE Access, 2024 - ieeexplore.ieee.org
Autonomous driving has achieved significant milestones in research and development over
the last two decades. There is increasing interest in the field as the deployment of …

How to increase automated vehicles' acceptance through in-vehicle interaction design: A review

H Detjen, S Faltaous, B Pfleging, S Geisler… - … Journal of Human …, 2021 - Taylor & Francis
Automated vehicles (AVs) are on the edge of being available on the mass market. Research
often focuses on technical aspects of automation, such as computer vision, sensing, or …

Situational trust scale for automated driving (STS-AD): Development and initial validation

BE Holthausen, P Wintersberger, BN Walker… - … on automotive user …, 2020 - dl.acm.org
Trust is important in determining how drivers interact with automated vehicles. Overtrust has
contributed to fatal accidents; and distrust can hinder successful adoption of this technology …

Polite speech strategies and their impact on drivers' trust in autonomous vehicles

J Lee, KM Lee - Computers in Human Behavior, 2022 - Elsevier
This study proposes adopting linguistic politeness in vehicle speech interfaces, as active
communication between drivers and vehicles will become an essential part of driving with …

What and When to Explain? On-road Evaluation of Explanations in Highly Automated Vehicles

G Kim, D Yeo, T Jo, D Rus, SJ Kim - … of the ACM on Interactive, Mobile …, 2023 - dl.acm.org
Explanations in automated vehicles help passengers understand the vehicle's state and
capabilities, leading to increased trust in the technology. Specifically, for passengers of SAE …

From manual driving to automated driving: A review of 10 years of autoui

J Ayoub, F Zhou, S Bao, XJ Yang - Proceedings of the 11th international …, 2019 - dl.acm.org
This paper gives an overview of the ten-year development of the papers presented at the
International ACM Conference on Automotive User Interfaces and Interactive Vehicular …

Human-vehicle interaction to support driver's situation awareness in automated vehicles: A systematic review

M Capallera, L Angelini, Q Meteier… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Autonomous driving will change the role of the driver. From being the main actor in driving,
the driver will now have a supervisory role during the autonomous driving phases. However …

A design space for human sensor and actuator focused in-vehicle interaction based on a systematic literature review

P Jansen, M Colley, E Rukzio - Proceedings of the ACM on Interactive …, 2022 - dl.acm.org
Automotive user interfaces constantly change due to increasing automation, novel features,
additional applications, and user demands. While in-vehicle interaction can utilize numerous …

What a driver wants: User preferences in semi-autonomous vehicle decision-making

SY Park, DJ Moore, D Sirkin - Proceedings of the 2020 CHI Conference …, 2020 - dl.acm.org
Autonomous vehicle (AV) systems are develo** at a rapid pace, not only in technological
capabilities, but also in human-centered directions. Despite this development, we lack a …

Increasing the user experience in autonomous driving through different feedback modalities

T Schneider, S Ghellal, S Love… - Proceedings of the 26th …, 2021 - dl.acm.org
Within the ongoing process of defining autonomous driving solutions, experience design
may represent an important interface between humans and the autonomous vehicle. This …