5 papers
Modeling Bounded Rationality in Drug Shortage Pharmacists Using Attention-Guided Dynamic Decomposition
Yaniv Eliyahu Amiri, Noah Chicoine, Jacqueline Griffin +1
Hospital pharmacists make high-stakes decisions to mitigate drug shortages under uncertainty, time pressure, and patient risk. Interviews revealed that pharmacists focus attention…
A Unified Dynamic Model for the Decomposition of Skin Conductance and the Inference of Sudomotor Nerve Activities
Hui Sophie Wang, Stacy Marsella, Misha Pavel
In behavioral health informatics, inferring an individual's psychological state from physiological and behavioral data is fundamental. A key physiological signal in this endeavor i…
Data-Driven Bayesian Network Models of Hurricane Evacuation Decision Making
Hui Sophie Wang, Nutchanon Yongsatianchot, Stacy Marsella
Hurricanes cause significant economic and human costs, requiring individuals to make critical evacuation decisions under uncertainty and stress. To enhance the understanding of thi…
Large language models in textual analysis for gesture selection
Laura B. Hensel, Nutchanon Yongsatianchot, Parisa Torshizi +2
Gestures perform a variety of communicative functions that powerfully influence human face-to-face interaction. How this communicative function is achieved varies greatly between i…
What's Next in Affective Modeling? Large Language Models
Nutchanon Yongsatianchot, Tobias Thejll-Madsen, Stacy Marsella
Large Language Models (LLM) have recently been shown to perform well at various tasks from language understanding, reasoning, storytelling, and information search to theory of mind…