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 …

A computational model of coupled human trust and self-confidence dynamics

KJ Williams, MS Yuh, N Jain - ACM transactions on human-robot …, 2023 - dl.acm.org
Autonomous systems that can assist humans with increasingly complex tasks are becoming
ubiquitous. Moreover, it has been established that a human's decision to rely on such …

Enabling Human‐Aware Autonomy Through Cognitive Modeling and Feedback Control

N Jain, T Reid, K Akash, M Yuh… - Cyber–Physical–Human …, 2023 - Wiley Online Library
Across many sectors, ranging from manufacturing to healthcare to transportation, there is
growing interest in the potential impact of automation that is truly collaborative with humans …

Classification of human learning stages via kernel distribution embeddings

MST Yuh, KR Ortiz, KS Sommer-Kohrt… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Adaptive automation, automation which is responsive to the human's performance via the
alteration of control laws or level of assistance, is an important tool for training humans to …

Trust in AI-assisted Decision Making: Perspectives from Those Behind the System and Those for Whom the Decision is Made

O Vereschak, F Alizadeh, G Bailly… - Proceedings of the CHI …, 2024 - dl.acm.org
Trust between humans and AI in the context of decision-making has acquired an important
role in public policy, research and industry. In this context, Human-AI Trust has often been …

Understanding Human-AI Trust in the Context of Decision Making through the Lenses of Academia and Industry: Definitions, Factors, and Evaluation

O Vereschak - 2022 - theses.hal.science
With the rise of AI-embedded systems assisting decisions in the context of medicine, justice,
recruiting, Human-AI trust has become an utmost design priority. Numerous governments …

Cognitive Modeling for Human-Automation Interaction: A Computational Model of Human Trust and Self-Confidence

KJ Williams - 2021 - search.proquest.com
Across a range of sectors, including transportation and healthcare, the use of automation to
assist humans with increasingly complex tasks is also demanding that such systems are …

20 Years of Automation in Team Performance

PA Barclay, CA Bowers - Human Performance in Automated and …, 2019 - taylorfrancis.com
The goal of this chapter is return to the conclusions of Bowers, Oser, Salas, and Cannon-
Bowers (1996) and examine which questions have since been answered and which remain …

Adaptive Autonomy in Unmanned Ground Vehicles Using Trust Models

A Toubman, PP van Maanen… - Human Aspects in Ambient …, 2013 - Springer
Although autonomous systems are becoming more and more capable of performing tasks as
good as humans can, there is still a huge amount of (especially) complex tasks which can …