Tailoring Scaffolding to Diagnostic Strategies: Theory-Informed LLM-Based Agents

Fatma Betul Gures, Tanya Nazaretsky, Tanja Kaser

Learning analytics systems increasingly integrate large language models (LLMs) to provide adaptive scaffolding in complex learning environments, yet personalization is often driven…