LI HUIYONG
Organization
Research Institute for Information Technology Assistant Professor
Data-Driven Innovation Initiative
（Concurrent）
Learning Analytics Center
（Concurrent）
Title
Assistant Professor
Contact information
Profile
(1) Learning Analytics (LA)
Building a smart learning environment named GOAL system that can promote students' self-directed learning using Learning Analytics. The system automatically collects students' learning log data from e-book materials and physical activity data such as sleep and steps taken from wearable devices, visualizes students' activity status, supports personal planning, and provides reflection feedback through AI and dashboards.
(2) Educational Data Mining (EDM)
Measuring and improving self-regulated learning skills from learning behavior data using Educational Data Mining.
Developing an effective AI feedback system by identifying self-regulated learning strategies from multimodal data including learning record (log data), eye tracking, electrodermal activity (EDA), and electroencephalogram (EEG).
(3) Artificial Intelligence in Education (AIED)
Research on education-specific LLM agents.
Developing a multi-AI agent system called MetaStep to enhance students' metacognitive skills in programming education, aiming to achieve personalized learning support.
Homepage
External link
ORCID
Research Areas
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Informatics / Learning support system
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Informatics / Human interface and interaction
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Humanities & Social Sciences / Educational technology
Degree
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PhD in Informatics （ 2021.3 Kyoto University ）
Research History
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京都大学 特定研究員（2021年4月〜2023年3月）
Education
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Kyoto University Graduate School of Informatics
2018.4 - 2021.3
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Kyushu University Graduate School of Information Science and Electrical Engineering
2015.4 - 2018.3
Research Interests・Research Keywords
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Research theme： Human-AI Interaction
Keyword： Human-Centered AI, Multimodal Interaction, Human-in-the-Loop
Research period： 2025.4
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Research theme： Artificial Intelligence in Education
Keyword： Education-specific LLM, Metacognitive Support Agent, Multimodal AI, Human-AI Collaboration
Research period： 2023.11
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Research theme： Learning Analytics
Keyword： Learning Analytics, Self-Directed Learning, Learning Dashboard
Research period： 2018.4
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Research theme： Educational Data Mining
Keyword： Data Mining, Self-Regulated Learning
Research period： 2015.4
Awards
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Best Reviewer Award of ICCE2022
2022.12 Asia-Pacific Society for Computers in Education (APSCE)
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Outstanding Research Award
2020.2 Kyoto University ICT Innovation Symposium LET's GOAL: Toward to Goal Oriented Active Learner
Papers
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Self-Directed Extensive Reading with Social Support: Effect on Reading and Learning Performance of High and Low English Proficiency Students Reviewed
Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Research and Practice in Technology Enhanced Learning 20 ( 025 ) 2025.1
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GOAL - A data-rich environment to foster self-direction skills across learning and physical contexts Reviewed
Rwitajit Majumdar, Huiyong Li, Yuanyuan Yang, Hiroaki Ogata
Educational Technology & Society 27 ( 3 ) 61 - 82 2024.7
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Design of a Learning Dashboard to Enhance Reading Outcomes and Self-directed Learning Behaviors in Out-of-class Extensive Reading Reviewed
Yuanyuan Yang, Rwitajit Majumdar, Huiyong Li, Brendan Flanagan, Hiroaki Ogata
Interactive Learning Environments 2022.7
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Analysis of self-directed learning ability, reading outcomes, and personalized planning behavior for self-directed extensive reading Reviewed
Huiyong Li, Rwitajit Majumdar, Mei Rong Alice Chen, Yuanyuan Yang, Hiroaki Ogata
Interactive Learning Environments 2021.6
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Goal-oriented active learning (GOAL) system to promote reading engagement, self-directed learning behavior, and motivation in extensive reading Reviewed
Huiyong Li, Rwitajit Majumdar, Mei Rong Alice Chen, Hiroaki Ogata
Computers and Education 171 ( 104239 ) 2021.5
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Measuring Behaviors and Identifying Indicators of Self-Regulation in Computer-Assisted Language Learning Courses Reviewed
Huiyong Li, Brendan Flanagan, Shinichi Konomi, Hiroaki Ogata
Research and Practice in Technology Enhanced Learning 13 ( 1 ) 2018.12
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Designing data-informed support for building learning habits in the Japanese K12 context Reviewed
Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Research and Practice in Technology Enhanced Learning 20 ( 014 ) 2025.1
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Explainable eBook Recommendation for Extensive Reading in K-12 EFL Learning Reviewed
Kensuke Takii, Brendan Flanagan, Huiyong Li, Yuanyuan Yang, Kento Koike, Hiroaki Ogata
Research and Practice in Technology Enhanced Learning 20 ( 027 ) 2025.1
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Comparison of Learners’ Self-direction Behavior Across Contexts and Phases Reviewed
Junya Atake, Chia-Yu Hsu, Huiyong Li, Izumi Horikoshi, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 32th International Conference on Computers in Education (ICCE2024) 286 - 295 2024.11
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Exploring the relationship between assignment submission behavior and final grade of information literacy education using big data Reviewed
Yuki Oe, Etsuko Kumamoto, Huiyong Li, Chengjiu Yin
Proceedings of the 32th International Conference on Computers in Education (ICCE2024) 437 - 439 2024.11
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Designing Recommendations for Productive Learning Habit-building from Learning Logs Reviewed
Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 32th International Conference on Computers in Education (ICCE2024) 216 - 225 2024.11
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Classifying Self-Reflection Notes: Automation Approaches for GOAL system Reviewed
Zixu Wang, Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 32th International Conference on Computers in Education (ICCE2024) 471 - 479 2024.11
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Evaluating Productivity of Learning Habits Using Math Learning Logs: Do K12 Learners Manage Their Time Effectively? Reviewed
Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 19th European Conference on Technology Enhanced Learning (ECTEL2024) 168 - 178 2024.9
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A Teaching Materials Recommendation System Considering Individual Characteristics Reviewed
Chengjiu Yin, Ryoya Shiroki, Lin Lin, Huiyong Li
2024 16th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI) 212 - 217 2024.7
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Automated Classification of Student’s Self-reflection Using BERT: Consideration and Possibilities for Self-Directed Learning Support Reviewed
Zixu Wang, Chia-Yu Hsu, Junya Atake, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 14th International Conference on Learning Analytics and Knowledge (LAK24) 206 - 208 2024.3
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Understanding the Learners’ cross-context Self-direction Skill achievement behavior Reviewed
Junya Atake, Chia-Yu Hsu, Huiyong Li, Izumi Horikoshi, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 14th International Conference on Learning Analytics and Knowledge (LAK24) 103 - 105 2024.3
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Chronotypes of Learning Habits in Weekly Math Learning of Junior High School Reviewed
Chia Yu Hsu, Mandukhai Otgonbaatar, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Proceedings of the 31st International Conference on Computers in Education, ICCE 2023 566 - 568 2023.12
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GOAL system for online self-direction practice: exploring students’ behavioral patterns and the impact on academic achievement in the high school EFL context Reviewed
Yuanyuan Yang, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Journal of Computers in Education 11 595 - 614 2023.4
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Supporting “time awareness” in self-regulated learning: How do students allocate time during exam preparation? Reviewed
Chia-Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
Smart Learning Environments 10 ( 1 ) 2023.3
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Towards Data and Evidence-driven Education in the Context of Language Teaching and Learning
Hiroaki Ogata, Huiyong Li, Rwitajit Majumdar, Yuko Toyokawa, Kensuke Takii, Changhao Liang
JACET Journal 2023.3
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Modeling Feedback for Self-Direction Skills in K-12 Educational Settings with Learning and Physical Activity Data Reviewed
Huiyong Li, Rwitajit Majumdar, Yuanyuan Yang, Hiroaki Ogata
CEUR Workshop Proceedings 3439 12 - 22 2023.3
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Extracting Students' Self-Regulation Strategies in an Online Extensive Reading Environment using the Experience API (xAPI) Reviewed
Chia Yu Hsu, Izumi Horikoshi, Huiyong Li, Rwitajit Majumdar, Hiroaki Ogata
30th International Conference on Computers in Education Conference, ICCE 2022 - Proceedings 1 326 - 331 2022.11
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A reading engagement-promoting strategy to facilitate EFL students' mobile learning achievement, behaviour and engagement Reviewed
Alice Chen, M.-R., Hwang, G.-J., Lin, Y.-H., Abou-Khalil, V., Li, H., Ogata, H.
International Journal of Mobile Learning and Organisation 16 ( 4 ) 2022.10
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Learning at a Cafe and Learning at a Lab: Integrating Learning Logs with Smart Eyewear and Environmental Sensor Data Reviewed
Rwitajit Majumdar, Naomichi Tanimura, Yukihiro Arakawa, Yuta Nakamizo, Huiyong Li, Yuan Yuan Yang, Brendan Flanagan, Hiroaki Ogata
Proceedings - 2022 International Conference on Advanced Learning Technologies, ICALT 2022 95 - 97 2022.7
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Extensive Reading at Home: Extracting Self-directed Reading Habits from Learning Logs Reviewed
Chia-Yu Hsu, Rwitajit Majumdar, Huiyong Li, Yuanyuan Yang, Hiroaki Ogata
The 23rd International Conference on Artificial Intelligence in Education (AIED2022) 13355 614 - 619 2022.7
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Learning and Evidence Analytics Framework (LEAF): Innovating Log Data Driven Services for Teaching and Learning Reviewed
Rwitajit Majumdar, Liang Changhao, Hiroyuki Kuromiya, Huiyong Li, Brendan Flanagan, Hiroaki Ogata
Proceedings of International Conference of the Learning Sciences, ICLS 2022 2022-June 24 - 27 2022.6
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Self-directed Extensive Reading Supported with GOAL System: Mining Sequential Patterns of Learning Behavior and Predicting Academic Performance Reviewed
Jiayu Li, Huiyong Li, Rwitajit Majumdar, Yuanyuan Yang, Hiroaki Ogata
Proceedings of the 12th International Learning Analytics and Knowledge Conference (LAK22) 472 - 477 2022.3
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A framework to foster analysis skill for self-directed activities in data-rich environment Reviewed
Yuanyuan Yang, Rwitajit Majumdar, Huiyong Li, Gökhan Akçapinar, Brendan Flanagan, Hiroaki Ogata
Research and Practice in Technology Enhanced Learning 16 ( 1 ) 2021.12
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Preparations for Multimodal Analytics of an Enactive Critical Thinking Episode Reviewed
Rwitajit Majumdar, Duygu Şahin, Yuanyuan Yang, Huiyong Li
29th International Conference on Computers in Education Conference, ICCE 2021 - Proceedings 2 292 - 301 2021.11
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Design of a critical thinking task environment based on ENaCT framework Reviewed
Rwitajit Majumdar, Aditi Kothiyal, Shitanshu Mishra, Prajakt Pande, Huiyong Li, Yuan Yuan Yang, Hiroaki Ogata, Jayakrishnan Madathil Warriem
Proceedings - IEEE 21st International Conference on Advanced Learning Technologies, ICALT 2021 294 - 296 2021.7
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Design of a self-reflection model in GOAL to support students' reflection Reviewed
Huiyong Li, Rwitajit Majumdar, Yuanyuan Yang, Hiroaki Ogata
ICCE 2020 - 28th International Conference on Computers in Education, Proceedings 1 330 - 335 2020.11
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Design explorations to support learner's mental health using wearable device and GOAL application Reviewed
Taisho Kondo, Huiyong Li, Yuan Yuan Yang, Rwitajit Majumdar, Hiroaki Ogata
ICCE 2020 - 28th International Conference on Computers in Education, Proceedings 1 394 - 399 2020.11
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Oh! another deadline: Cohort analysis of learner's behaviors in self-directed tasks Reviewed
Rwitajit Majumdar, Huiyong Li, Yuan Yuan Yang, Brendan Flanagan, Gokhan Akcapinar, Hiroaki Ogata
Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020 259 - 261 2020.7
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Promoting students’ self-direction skills through scaffolding with learning and physical activity data Reviewed
Huiyong Li
ICCE 2019 - 27th International Conference on Computers in Education, Proceedings 2 797 - 800 2019.11
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Modeling self-planning and promoting planning skills in a data-rich context Reviewed
Huiyong Li, Yuanyuan Yang, Rwitajit Majumdar, Gokhan Akcapinar, Brendan Flanagan, Hiroaki Ogata
ICCE 2019 - 27th International Conference on Computers in Education, Proceedings 1 300 - 305 2019.11
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Measuring analysis skill in data-informed self-directed activities Reviewed
Yuanyuan Yang, Rwitajit Majumdar, Huiyong Li, Gokhan Akcapinar, Brendan Flanagan, Hiroaki Ogata
ICCE 2019 - 27th International Conference on Computers in Education, Proceedings 2 341 - 349 2019.11
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Adaptive support for acquisition of self-direction skills using learning and health data Reviewed
Rwitajit Majumdar, Yuan Yuan Yang, Huiyong Li, Gokhan Akcapinar, Brendan Flanagan, Hiroaki Ogata
Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019 54 - 56 2019.7
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GOAL: Supporting learner's development of self-direction skills using health and learning data Reviewed
Rwitajit Majumdar, Yuan Yuan Yang, Huiyong Li, Gökhan Akçapinar, Brendan Flanagan, Hiroaki Ogata
ICCE 2018 - 26th International Conference on Computers in Education, Main Conference Proceedings 406 - 415 2018.11
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Using learning analytics to support computer-assisted language learning Reviewed
Huiyong Li, Hiroaki Ogata, Tomoyuki Tsuchiya, Yubun Suzuki, Satoru Uchida, Hiroshi Ohashi, Shin'ichi Konomi
Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 908 - 913 2017.12
Presentations
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Enhancing Students’ Self-Directed Learning with Learning Analytics Dashboard and AI Recommendation Invited
Li Huiyong
International SLE Seminar “Learning analytics for learning environment design” 2025.1 Kyushu University DDIn²
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Empowering K-12 Students for Sustainable Learning Through Learning and Physical Activity Data Invited
Li Huiyong
Educational Big Data for Sustainable Society Symposium 2025.1 Research Unit for Realization of Sustainable Society
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Goal-oriented Active Learning (GOAL) System to Promote Reading Engagement, Self-directed Learning Behavior, and Motivation in Extensive Reading Invited
Li Huiyong
Forum on Information Technology 2022 (FIT2022) 2022.9 The Institute of Electronics, Information and Communication Engineers
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Cultivating Self-Direction Skill using Learning Analytics and Artificial Intelligence Invited
Li Huiyong
New Education Expo 2022 2022.6 New Education Expo Executive Committee
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Learning Analytics and Self-Direction Skill Cultivation Invited
Li Huiyong
Public Symposium on the Latest Trends in Learning Analytics Research and Practice 2022.3 Research Council of Evidence-Driven Education
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LET's GOAL: Toward to Goal Oriented Active Learner
Huiyong Li, Yuanyuan Yang
京都大学第14回ICTイノベーション 2020.2 Kyoto University
Academic Activities
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PC Member of AIED2025 International contribution
Role(s)： Review, evaluation
The 26th International Conference on Artificial Intelligence in Education (AIED2025) 2025.7
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PC Member of LAK25 International contribution
Role(s)： Review, evaluation
The 15th International Learning Analytics and Knowledge Conference 2025.3
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Review of Academic Papers International contribution
Role(s)： Peer review
2025
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Chair of LA@ICCE2022 workshop International contribution
Role(s)： Planning, management, etc.
2022.11
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Chair of LA@ICCE2021 workshop International contribution
Role(s)： Planning, management, etc., Panel moderator, session chair, etc., Review, evaluation
2021.11
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Organizing Committee Member of ICLEA2025 International contribution
Role(s)： Planning, management, etc., Review, evaluation
The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) 2025.9
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PC Member of ICALT2025 International contribution
Role(s)： Review, evaluation
The 25th IEEE International Conference on Advanced Learning Technologies (ICALT 2025) 2025.7
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PC Member of GCCCE 2025 International contribution
Role(s)： Review, evaluation
The 29th Global Chinese Conference on Computers in Education (GCCCE 2025) 2025.5
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PC Member of ABC2025 International contribution
Role(s)： Review, evaluation
The 7th International Conference on Activity and Behavior Computing 2025.4
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PC Member of ICCE 2024 International contribution
Role(s)： Panel moderator, session chair, etc., Review, evaluation
The 32nd International Conference on Computers in Education (ICCE 2024) （ Manila Philippines ） 2024.11
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PC Member of GCCCE 2024 International contribution
Role(s)： Review, evaluation
The 28th Global Chinese Conference on Computers in Education (GCCCE 2024) （ Chongqing China ） 2024.6
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PC Member of LAK24 International contribution
Role(s)： Review, evaluation
The 14th Learning Analytics and Knowledge Conference (LAK24) （ Kyoto Japan ） 2024.3
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Review of Academic Papers International contribution
Role(s)： Peer review
2024
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PC Member of ICCE 2023 International contribution
Role(s)： Review, evaluation
The 31nd International Conference on Computers in Education (ICCE 2023) （ Matsue Japan ） 2023.12
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Review of Academic Papers International contribution
Role(s)： Peer review
2023
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Co-Chair of EDE SIG1 International contribution
Role(s)： Planning, management, etc., Panel moderator, session chair, etc.
Research Council of Evidence-Driven Education (EDE) 2022.4 - Present
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Co-Chair of Data Challenge@LAK22 workshop International contribution
Role(s)： Planning, management, etc., Review, evaluation
2022.3
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Co-Chair of APSCE LAEDM SIG International contribution
Role(s)： Planning, management, etc.
Asia-Pacific Society for Computers in Education (APSCE) 2022.1 - 2023.12
Research Projects
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MetaStep: Large Language Model-based Metacognitive Scaffolding in Introductory Programming Education
Grant number：25K17078 2025.4 - 2028.3
Japan Society for the Promotion of Science Grant-in-Aid for Scientific Research (KAKENHI) Early-Career Scientists
Li Huiyong
Authorship：Principal investigator Grant type：Scientific research funding
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miXai^learn: Multimodal Interactions, and Explainable AI for Embodied learning International coauthorship
Grant number：24KK0051 2024.9 - 2027.3
Japan Society for the Promotion of Science Grant-in-Aid for Scientific Research (KAKENHI) Promotion of Joint International Research (International Collaborative Research)
Majumdar Rwito, Flanagan Brendan, Li Huiyong, Kubota Shinichiro
Authorship：Coinvestigator(s) Grant type：Scientific research funding
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Mining Students’ Learning Strategy and Predicting Knowledge Gain in Reading using Learning Logging, Eye-tracking and Physiological Measures
2024.6 - 2025.3
Kyushu University Education and Research Support Program on Mathematical and Data Science (Kyushu University)
Li Huiyong
Authorship：Principal investigator Grant type：On-campus funds, funds, etc.
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GOAL project: AI-supported self-directed learning lifestyle in data-rich educational ecosystem
Grant number：22H03902 2022.4 - 2025.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
Majumdar Rwito, Flanagan Brendan, Ogata Hiroaki, Li Huiyong
Authorship：Coinvestigator(s) Grant type：Scientific research funding
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Grant number：JPNP18013 2018.11 - 2023.3
New Energy and Industrial Technology Development Organization（NEDO） The Second Phase of Cross-ministerial Strategic Innovation Promotion Program
Authorship：Collaborating Investigator(s) (not designated on Grant-in-Aid) Grant type：Competitive funding other than Grants-in-Aid for Scientific Research
FD Participation
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2024.9 Role：Participation Title：全学FD「M2B講習会」（9/13～オンデマンド配信）
Organizer：University-wide
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2024.4 Role：Participation Title：令和６年度 第１回全学FD（新任教員の研修）The 1st All-University FD (training for new faculty members) in FY2024
Organizer：University-wide
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2024.4 Role：Participation Title：DX推進のためのデータ分析に基づくUX改善に向けた取り組み
Organizer：[Undergraduate school/graduate school/graduate faculty]
Visiting, concurrent, or part-time lecturers at other universities, institutions, etc.
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2022 台湾科学技術大学 Classification:Part-time lecturer Domestic/International Classification:Overseas
Semester, Day Time or Duration：2022年5月火曜日３、４限
Participation in international educational events, etc.
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2025.3
Society for Learning Analytics Research (SoLAR)
The 15th International Conference on Learning Analytics and Knowledge (LAK25)
Venue：アイルランド・ダブリン
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2025.3
九州大学情報基盤研究開発センター
The 6th International conference on Learning Environment and Educational Technology (LEET2025)
Venue：福岡
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2025.1
九州大学データ駆動イノベーション推進本部
International SLE Seminar “Learning analytics for learning environment design”
Venue：福岡
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2025.1
京都大学持続可能社会創造ユニット
Educational Big Data for Sustainable Society Symposium
Venue：京都
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2024.11
Asia-Pacific Society for Computers in Education (APSCE)
The 32nd International Conference on Computers in Education (ICCE 2024)
Venue：フィリピン・マニラ
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2024.3
The Society for Learning Analytics Research (SoLAR)
The 14th International Conference on Learning Analytics and Knowledge (LAK24)
Venue：京都
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2024.3
九州大学情報基盤研究開発センター
The 5th International Conference on Learning Environment and Educational Technology (LEET2024)
Venue：福岡
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2022.9
一般社団法人電子情報通信学会
第21回情報科学技術フォーラム（FIT2022）
Venue：横浜
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2022.6
NEW EDUCATION EXPO 実行委員会
New Education Expo 2022
Venue：東京
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2022.3
一般社団法人エビデンス駆動型教育研究協議会
「ラーニングアナリティクスの研究と実践の最新動向」公開シンポジウム
Venue：京都
Outline of Social Contribution and International Cooperation activities
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2025~, PC member, AIED（International AIED Society）
2023~, PC member, SoLAR（Society for Learning Analytics Research）
2022~, PC member, APSCE（Asia-Pacific Society for Computers in Education）
2022~, PC member, GCSCE（Global Chinese Society for Computers in Education）
2022.04～, Co-Chair, EDE SIG1
2025.09～2025.09, Organizing committee member, ICLEA 2025
2025.03～2025.04, Co-Chair, LEET 2025
2024.03～2024.03, Co-Chair, LEET 2024
2022.01～2023.12, Co-Chair, APSCE LAEDM SIG
2022.11~2022.11, Chair, LA@ICCE2022 workshop
2022.03~2022.03, Co-Chair, Data Challenge@LAK22 workshop
2021.11~2021.11, Chair, LA@ICCE2021 workshop