Kyushu University · Graduate School of Information Science and Electrical Engineering / Faculty of Information Science and Electrical Engineering

Research keywordslearning analytics・early risk prediction・knowledge construction・student reflection assessment・knowledge graphs・ontology learning

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• EDNMs for Visual Analytics of Learning Behavior and Early Risk Prediction2025 · Lecture Notes in Computer Science 15878 LNAI 177 - 190 2025年 （ ISSN: 03029743 ISBN: 9783031984167 ）
• Single-agent vs. Multi-agent LLM Strategies for Automated Student Reflection Assessment2025 · Lecture Notes in Computer Science 15874 LNCS 300 - 311 2025年 （ ISSN: 03029743 ISBN: 9789819681853 ）
• From Reflections to Motifs: A Graph-Based Analysis of Learners’ Knowledge Construction2025 · Lecture Notes in Computer Science 15882 LNAI 299 - 307 2025年 （ ISSN: 03029743 ISBN: 9783031984648 ）
• A THREE-STEP KNOWLEDGE GRAPH APPROACH USING LLMS IN COLLABORATIVE PROBLEM SOLVING-BASED STEM EDUCATION2024 · Proceedings of the 21st International Conference on Cognition and Exploratory Learning in the Digital Age Celda 2024 51 - 58 2024年 （ ISBN: 9789898704610 ）

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