Workshop
Designing and Evaluating Next-Generation Learning Interfaces: Linking AI, HCI, and the Learning Sciences
Sun Jun 28, 9:00 AM–6:00 PM · COEX Room 304
Adaptive & Personalized Learning Generative AI & Large Language Models Multimodal Learning Analytics Human–AI Collaboration & Agency
★ Notable speakers
Paul Denny
★★
— CS education; creator of PeerWise (student-generated question platform); AI tools in CS education
Tiffany Barnes
★★
— Data-driven hint generation; intelligent tutoring systems; broadening participation in computing
Qingsong Wen
★
— AI for time series; AI for education; adaptive learning at Squirrel AI; machine learning
This workshop explores how advances in generative AI, human–computer interaction (HCI), and the learning sciences can be integrated to design and evaluate next-generation learning interfaces. It brings together researchers and practitioners to examine how AI-powered, multimodal, and immersive technologies can support more effective, engaging, and personalized learning experiences. Through presentations, discussions, and collaborative activities, participants will share design strategies, evaluation methods, and real-world insights across disciplines. The workshop aims to foster a shared research agenda and build a cross-disciplinary community focused on developing learning technologies that are both innovative and pedagogically grounded.
Speakers
- Meng Xia — Texas A&M University
- Yan Chen
- Qiao Jin
- Paul Denny
- Tiffany Barnes — North Carolina State University
- Qingsong Wen — Squirrel Ai Learning
- Vincent Aleven — Carnegie Mellon University