FoL 2026
AIED

Graph-Based Learning Analytics

Wed Jul 1, 2:00 PM–3:15 PM · North 203
Network & Process Analytics Educational Data Mining Methods
★ Notable speakers
Atsushi Shimada ★ — Learning analytics; e-book systems for education; student learning behavior analysis; pattern recognition
Marie-Hélène Abel ★ — Knowledge management; ontology-based learning systems; technology-enhanced learning

AIED46 (TL) | Technical | Long-paper session

3 talks in this session

Building Evidence-Linked Curriculum Knowledge Graphs for Academic Pathway Planning
Jingyi Zhao, Rhodri B Nelson, Deborah Pelacani Cruz, Matthew D Piggot
Adaptive & Personalized Learning Network & Process Analytics Higher Education
From Learning Resources to Competencies: LLM-Based Tagging with Evidence and Graph Constraints
Ngoc Luyen Le, Marie-Hélène Abel, Bertrand Laforge
Generative AI & Large Language Models Automated Assessment & Scoring Network & Process Analytics
Capture-Calibrate-Coach: A Graph-Based Framework for Knowledge Monitoring Estimation and Adaptive Feedback
Gen Li, Li Chen, Cheng Tang, Boxuan Ma, Yuncheng Jiang
Adaptive & Personalized Learning Learner & Student Modeling Automated Feedback