Findings from LEVI Projects

university_of_florida

Analyzing Student Attention and Acceptance of Conversational AI for Math Learning: Insights from a Randomized Controlled Trial

Analyzing Student Attention and Acceptance of Conversational AI for Math Learning: Insights from a Randomized Controlled Trial Abstract The significance of nurturing a deep conceptual understanding in math learning cannot be overstated. Grounded in the pedagogical strategies of induction, concretization,

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university_of_florida

Students’ perceived roles, opportunities, and challenges of a generative AI-powered teachable agent: a case of middle school math class

Students’ Perceived Roles, Opportunities, and Challenges of a Generative AI-powered Teachable Agent: A Case of Middle School Math Class Abstract Ongoing advancements in Generative AI (GenAI) have boosted the potential of applying long-standing “learning-by-teaching” practices in the form of a

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Improving the Validity of Automatically Generated Feedback via Reinforcement Learning

Improving the Validity of Automatically Generated Feedback via Reinforcement Learning Abstract Automatically generating feedback via large language models (LLMs) in intelligent tutoring systems and online learning platformshas the potential to improve the learning outcomes of many students.However, both feedback generation

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An Evaluation of Perceptions Regarding Mentor Competencies for Technology-based Personalized Learning

This study discusses the development of Personalized Learning 2 (PL2), an online human mentoring system. PL2 uses student math learning data and mentor input to write custom feedback. This particular research is focused on finding a more efficient and research-based way to organize resources for PL2. 18 PL2 partner members completed a survey that revealed that Engaging and Motivating Students was the most important skill and Underingstanding Educational Norms and Policies was the least important. Reorganization will optimize mentor training and their ability to help students overcome barriers.

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