Research
HICSS 57, 800–809 · 2024
Understanding Cognition in the Development of AI-based Systems: An Exploration of Cognitive Fit and Supporting Mechanisms
Wu-Gehbauer, M., Rosenkranz, C., Hennel, P.
Relevant to designing AI tools for business-side users. A direction of travel, not an established AI-development record.
My role: theoretical framing, research design, interpretation and write-up.
Study
How data science teams enact mechanisms that help domain experts develop cognitive fit with AI-based systems.
Why it matters in practice
Domain experts need to understand what an AI system does before they can trust it. This paper looks at how teams build that understanding.