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Collaborative Research: Harnessing Student Reflections with AI-Driven Personalization in Large STEM Lectures

US NSF grant open #nsf-2607487

Summary

This project aims to advance student engagement and achievement in high-enrollment STEM courses by substantively improving and evaluating CourseMIRROR, a mobile learning environment that delivers real-time, AI-guided reflection support. Powered by state-of-the-art natural language processing, CourseMIRROR prompts learners to reflect on what interests or confuses them, provides immediate feedback that spurs deeper thinking, and compiles class-wide insights for instructors. Partnering with universities and community colleges, the project reaches hundreds of students each semester and equips facu

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