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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Furkan Ali Yurdakul

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Book Open access Aug 2026

PLAI: A Pilot Study of Profile-Based Explanation for AI-Supported Learning

PLAI is presented, a web-based prototype that generates explanations from lecture slides, audio transcripts, and a structured student profile through a chat-based interface and suggests that profile-based multimodal prompts may mainly support motivational engagement rather than immediate test performance.

Furkan Ali Yurdakul, Yi-Man Wu, Maria Torres Vega et al. · 0 citations
Book Open access Aug 2026

PLAI: A Pilot Study of Profile-Based Explanation for AI-Supported Learning

Large language models (LLMs) are increasingly used as on-demand conversational learning assistants, but they typically do not adapt explanations to a student’s background unless explicitly prompted. We present the Personalized Learning Assistant Interface (PLAI), a web-based prototype that generates explanations from l...

Furkan Ali Yurdakul, Yi-Man Wu, Maria Torres Vega et al. · 0 citations

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