AINeutralarXiv – CS AI · 7h ago5/10
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Detecting Knowledge Gaps from Conversational AI Interactions Using Curriculum Prerequisite Graphs
Researchers developed a pipeline using GPT-4 and few-shot learning to map student questions from conversational AI teaching assistants to curriculum topics, achieving 80% classification accuracy. The classified question data correlates with student-reported difficulty levels, demonstrating that AI interaction logs can serve as diagnostic tools for identifying knowledge gaps and informing instructional design.
🧠 GPT-4