FoL 2026
AIED

AI-Driven Learning Design and Personalization

Mon Jun 29, 10:45 AM–12:00 PM · North 210
Adaptive & Personalized Learning Generative AI & Large Language Models
★ Notable speakers
John Stamper ★ — PSLC DataShop; educational data mining infrastructure; LearnSphere

AIED17 (TS) | Technical | Short-paper session

5 talks in this session

RL Agents Reveal What's Hard: Bootstrapping Difficulty-Ordered Curricula for Human Learners
Sidney Tio, Wen Jun Li, Ramesha Karunasena, Pradeep Varakantham
Adaptive & Personalized Learning Learner & Student Modeling Educational Data Mining Methods
4OPS: Exact Enumeration and Difficulty Modeling for Integer Arithmetic Puzzles
Yunus Zeytuncu
Adaptive & Personalized Learning Learner & Student Modeling Mathematics Education
From Black-Box Generation to Pedagogically Controllable Creation: A Text-to-Image Interactive System in Design Education
Jian Xu, Wangda Zhu
Generative AI & Large Language Models Adaptive & Personalized Learning Human–AI Collaboration & Agency
Enabling Multi-Agent Systems as Learning Designers: Applying Learning Sciences to AI Instructional Design
Jiayi Wang, Ruiwei Xiao, Xinying Hou, John Stamper
AI Agents & Agentic Systems Adaptive & Personalized Learning Tutoring & Pedagogical Strategies
Personalizing Mathematical Game-based Learning for Children: A Preliminary Study
Jie Gao, Adam K. Dubé
Adaptive & Personalized Learning Mathematics Education Motivation, Gamification & Engagement