KCluster: An LLM-based Clustering Approach to Knowledge Component Discovery

Yumou Wei, Paulo Carvalho, John Stamper

Educators evaluate student knowledge using knowledge component (KC) models that map assessment questions to KCs. Still, designing KC models for large question banks remains an insu…