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cs.AI2026
Data-Driven Hints in Intelligent Tutoring Systems
Sutapa Dey Tithi, Kimia Fazeli, Dmitri Droujkov +3
This chapter explores the evolution of data-driven hint generation for intelligent tutoring systems (ITS). The Hint Factory and Interaction Networks have enabled the generation of…
cs.AI2025
The promise and limits of LLMs in constructing proofs and hints for logic problems in intelligent tutoring systems
Sutapa Dey Tithi, Arun Kumar Ramesh, Clara DiMarco +4
Intelligent tutoring systems have demonstrated effectiveness in teaching formal propositional logic proofs, but their reliance on template-based explanations limits their ability t…