Kyushu University Academic Staff Educational and Research Activities Database
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LI HUIYONG Last modified date:2024.06.03



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Homepage
https://kyushu-u.elsevierpure.com/en/persons/huiyong-li
 Reseacher Profiling Tool Kyushu University Pure
https://li-huiyong.github.io/
Academic Degree
PhD in Informatics (Kyoto University)
Country of degree conferring institution (Overseas)
No
Field of Specialization
Learning Analytics, Educational Data Mining, Artificial Intelligence in Education
ORCID(Open Researcher and Contributor ID)
0000-0001-9916-7908
Total Priod of education and research career in the foreign country
00years00months
Outline Activities
(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 plans, and provides 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.
(3) Artificial Intelligence for Education (AIED)
Research and Development on education-specific LLM agents.
Starting the research on a multimodal-AI-powered feedback engine based on learning behavior, eye-tracking, skin potential, and electroencephalogram activity data.
Research
Research Interests
  • Educational Data Mining
    keyword : Data Mining, Self-Regulated Learning
    2015.04.
  • Learning Analytics
    keyword : Learning Analytics, Self-Directed Learning, Learning Dashboard
    2018.04.
  • Artificial Intelligence in Education
    keyword : Multimodal AI, Education-specific LLM, Human-AI Collaboration
    2023.11.
Academic Activities
Papers
1. Rwitajit Majumdar, Huiyong Li, Yuanyuan Yang, Hiroaki Ogata, GOAL - A data-rich environment to foster self-direction skills across learning and physical contexts, Educational Technology & Society, 10.30191/ETS.202407_27(3).RP04, 27, 3, 61-82, 2024.07.
2. Hiroaki Ogata, Huiyong Li, Rwitajit Majumdar, Yuko Toyokawa, Kensuke Takii, Changhao Liang, Towards Data and Evidence-driven Education in the Context of Language Teaching and Learning, JACET Journal, 2023.03.
3. Yuanyuan Yang, Rwitajit Majumdar, Huiyong Li, Brendan Flanagan, Hiroaki Ogata, Design of a Learning Dashboard to Enhance Reading Outcomes and Self-directed Learning Behaviors in Out-of-class Extensive Reading, Interactive Learning Environments, 10.1080/10494820.2022.2101126, 2022.07.
4. Jiayu Li, Huiyong Li, Rwitajit Majumdar, Yuanyuan Yang, Hiroaki Ogata, Self-directed Extensive Reading Supported with GOAL System: Mining Sequential Patterns of Learning Behavior and Predicting Academic Performance, Proceedings of the 12th International Learning Analytics and Knowledge Conference (LAK22), 10.1145/3506860.3506889, 472-477, 2022.03.
5. Huiyong Li, Rwitajit Majumdar, Mei Rong Alice Chen, Yuanyuan Yang, Hiroaki Ogata, Analysis of self-directed learning ability, reading outcomes, and personalized planning behavior for self-directed extensive reading, Interactive Learning Environments, 10.1080/10494820.2021.1937660, 2021.06.
6. Huiyong Li, Rwitajit Majumdar, Mei Rong Alice Chen, Hiroaki Ogata, Goal-oriented active learning (GOAL) system to promote reading engagement, self-directed learning behavior, and motivation in extensive reading, Computers and Education, 10.1016/j.compedu.2021.104239, 171, 104239, 2021.05.
7. Huiyong Li, Brendan Flanagan, Shinichi Konomi, Hiroaki Ogata, Measuring Behaviors and Identifying Indicators of Self-Regulation in Computer-Assisted Language Learning Courses, Research and Practice in Technology Enhanced Learning, 10.1186/s41039-018-0087-7, 13, 1, 2018.12.
Membership in Academic Society
  • Research Council of Evidence-Driven Education
  • Society for Learning Analytics Research (SoLAR)
  • Asia-Pacific Society for Computers in Education (APSCE)
Awards
  • Outstanding Research Award
Social
Professional and Outreach Activities
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

2022.01~2023.12, Co-Chair, APSCE LAEDM SIG

2022.11~2022.11, Chair, LA@ICCE2022 workshop

2022.03~2022.03, Chair, Data Challenge@LAK22 workshop

2021.11~2021.11, Chair, LA@ICCE2021 workshop.