Determining Novice and Expert Status in Human–Automation Interaction Through Hidden Markov Models

A French, ML Cummings, H Zhu… - Applied Artificial …, 2024 - Taylor & Francis
Detecting when operators achieve expert proficiency is critical for organizations that employ
human–automation interaction (HAI) in operations, particularly in safety-critical settings …

Modeling operator self-assessment in human-autonomy teaming settings

ML Cummings, S Li, H Zhu - International Journal of Human-Computer …, 2022 - Elsevier
The need to design for appropriate human-autonomy teaming has become increasingly
important as systems grow in complexity, especially those that require time-pressured …