Metrics for explainable AI: Challenges and prospects
The question addressed in this paper is: If we present to a user an AI system that explains
how it works, how do we know whether the explanation works and the user has achieved a …
how it works, how do we know whether the explanation works and the user has achieved a …
Trust in robots: Challenges and opportunities
Abstract Purpose of Review To assess the state-of-the-art in research on trust in robots and
to examine if recent methodological advances can aid in the development of trustworthy …
to examine if recent methodological advances can aid in the development of trustworthy …
Artificial intelligence and human workers interaction at team level: a conceptual assessment of the challenges and potential HRM strategies
Purpose This paper aims to specifically focus on the challenges that human resource
management (HRM) leaders and departments in contemporary organisations face due to …
management (HRM) leaders and departments in contemporary organisations face due to …
How to evaluate trust in AI-assisted decision making? A survey of empirical methodologies
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 …
human trust in these systems critical. However, empirically investigating trust is challenging …
A meta-analysis of factors influencing the development of trust in automation: Implications for understanding autonomy in future systems
Objective: We used meta-analysis to assess research concerning human trust in automation
to understand the foundation upon which future autonomous systems can be built …
to understand the foundation upon which future autonomous systems can be built …
A multidimensional conception and measure of human-robot trust
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 …
people's trust in robots. A modern conception of human-robot trust must go beyond the …
Evolving trust in robots: specification through sequential and comparative meta-analyses
Objective The objectives of this meta-analysis are to explore the presently available
empirical findings on the antecedents of trust in robots and use this information to expand …
empirical findings on the antecedents of trust in robots and use this information to expand …
Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance
If a user is presented an AI system that portends to explain how it works, how do we know
whether the explanation works and the user has achieved a pragmatic understanding of the …
whether the explanation works and the user has achieved a pragmatic understanding of the …
[PDF][PDF] The role of trust in human-robot interaction
Robots and other complex autonomous systems offer potential benefits through assisting
humans in accomplishing their tasks. These beneficial effects, however, may not be realized …
humans in accomplishing their tasks. These beneficial effects, however, may not be realized …
Trust calibration within a human-robot team: Comparing automatically generated explanations
N Wang, DV Pynadath, SG Hill - 2016 11th ACM/IEEE …, 2016 - ieeexplore.ieee.org
Trust is a critical factor for achieving the full potential of human-robot teams. Researchers
have theorized that people will more accurately trust an autonomous system, such as a …
have theorized that people will more accurately trust an autonomous system, such as a …