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Inverse Counterfactual for AI-Assisted Decision Support: Enhancing Knowledge Elicitation for Capturing Aircraft Pilot Decisions

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Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Published online on

Abstract

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Volume 69, Issue 1, Page 107-113, September 2025.
Integrating AI into decision-support systems (DSS) for safety-critical domains like aviation requires aligning system behavior with pilot mental models to provide relevant information. Using the Cognitive Shadow—a DSS that models operator decisions and ...