[HTML][HTML] Measurement of trust in automation: A narrative review and reference guide

SC Kohn, EJ De Visser, E Wiese, YC Lee… - Frontiers in …, 2021 - frontiersin.org
With the rise of automated and autonomous agents, research examining Trust in Automation
(TiA) has attracted considerable attention over the last few decades. Trust is a rich and …

Toward human-vehicle collaboration: Review and perspectives on human-centered collaborative automated driving

Y Xing, C Lv, D Cao, P Hang - Transportation research part C: emerging …, 2021 - Elsevier
The last decade witnessed a great development of automated driving vehicles (ADVs) and
vehicle intelligence. The significant increment of machine intelligence poses a new …

Explanations in autonomous driving: A survey

D Omeiza, H Webb, M Jirotka… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The automotive industry has witnessed an increasing level of development in the past
decades; from manufacturing manually operated vehicles to manufacturing vehicles with a …

How to evaluate trust in AI-assisted decision making? A survey of empirical methodologies

O Vereschak, G Bailly, B Caramiaux - … of the ACM on Human-Computer …, 2021 - dl.acm.org
The spread of AI-embedded systems involved in human decision making makes studying
human trust in these systems critical. However, empirically investigating trust is challenging …

[HTML][HTML] Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies

EM Kenny, C Ford, M Quinn, MT Keane - Artificial Intelligence, 2021 - Elsevier
In this paper, we describe a post-hoc explanation-by-example approach to eXplainable AI
(XAI), where a black-box, deep learning system is explained by reference to a more …

A multidimensional conception and measure of human-robot trust

BF Malle, D Ullman - Trust in human-robot interaction, 2021 - Elsevier
Robots are increasingly used in social applications, which raise challenges regarding
people's trust in robots. A modern conception of human-robot trust must go beyond the …

The automation of leadership functions: Would people trust decision algorithms?

M Höddinghaus, D Sondern, G Hertel - Computers in Human Behavior, 2021 - Elsevier
The advancing maturity of algorithm-based decision-making enables computers to perform
many leadership functions today. However, a central precondition of successful …

In AI we trust? Effects of agency locus and transparency on uncertainty reduction in human–AI interaction

B Liu - Journal of computer-mediated communication, 2021 - academic.oup.com
Artificial intelligence (AI) is increasingly used to make decisions for humans. Unlike
traditional AI that is programmed to follow human-made rules, machine-learning AI …

The adoption of AI service robots: A comparison between credence and experience service settings

SS Park, CTD Tung, H Lee - Psychology & Marketing, 2021 - Wiley Online Library
Would consumers experience the same psychological processes when adopting AI service
robots in different service areas? Results of multigroup structural equation modeling (n …

L2 student engagement with automated feedback on writing: Potential for learning and issues of trust

J Ranalli - Journal of Second Language Writing, 2021 - Elsevier
Recent case-study research on L2 student engagement with automated writing evaluation
(AWE) feedback shows it is not simply a matter of understanding and implementing …