- Understanding Study Approaches in E-Book Logs and Their Relation to Metacognition and Performance
Boxuan Ma*, Li Chen, Xuewang Geng and Masanori Yamada
International Conference on Learning Analytics and Knowledge (LAK26), 2026. (To appear)
Core A
Acceptance Rate: 29%
Link
- Designing a Meta-Reflective Dashboard for Understanding Students’ Use of AI
Boxuan Ma*
International Conference on Learning Analytics and Knowledge (LAK26), 2026.
(Poster)
Link
- Who Budgets and Who Doesn’t? Exploring Student Group Differences to Design Inclusive Budgeting Tools
Yinjie Xie, Boxuan Ma, and Shin'ichi Konomi
ACM/SIGAPP Symposium on Applied Computing (SAC 2026), 2026. (To appear)
(Poster)
- Evaluating the Effectiveness of Large Language Models for Course Recommendation Tasks
Boxuan Ma*, Md Akib Zabed Khan, Tianyuan Yang, Agoritsa Polyzou and Shin'ichi Konomi
International Conference on Computers in Education (ICCE 2025), 2025. (To appear)
Core C
Acceptance Rate: 22.2%
- CodeRunner Agent: Integrating AI Feedback and Self-Regulated Learning to Support Programming Education
Huiyong Li and Boxuan Ma*
International Conference on Computers in Education (ICCE 2025), 2025. (To appear)
Core C
- Examining Metacognitive Difficulties in Learning Programming: Analysis of Student Behavior and Strategy
Huiyong Li, Boxuan Ma* and Chengjiu Yin
International Conference on Learning Evidence and Analytics (ICLEA 2025), 2025.
(🌟 Best Short Paper Award)
Link
- Personalized Language Learning Using Spaced Repetition Scheduling
Boxuan Ma*, Sora Fukui, Yuji Ando and Shin’ichi Konomi
International Conference on Artificial Intelligence in Education (AIED 2025), 2025.
Core A
Acceptance Rate: 18%
Link
- Ensemble Dendritic Neuron Models for Visual Analytics of Learning Behavior and Early Risk Prediction
Cheng Tang, Bin Li, Haichuan Yang, Gen Li, Li Chen, Boxuan Ma and Atsushi Shimada
International Conference on Artificial Intelligence in Education (AIED 2025), 2025.
Core A
Acceptance Rate: 18%
Link
- How Generative AI Impact Student Emotion and Engagement in Programming Tasks?
Boxuan Ma*, Liyuan Guo, Tianyuan Yang and Jihong Ding
International Conference on Artificial Intelligence in Education (AIED 2025), 2025.
Core A
Acceptance Rate: 18%
Link
- Connect E-book Content and Structure to Student Jump-Back Behavior
Boxuan Ma*, Min Lu, Li Chen and Masanori Yamada
IEEE International Conference on Advanced Learning Technologies (ICALT 2025), 2025.
Core B
Link
- Classifying Knowledge Nodes and Analyzing Activation Features: An Integrated Knowledge Graph Approach for Collaborative Problem-Solving
Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Masanori Yamada and Atsushi Shimada
IEEE International Conference on Advanced Learning Technologies (ICALT 2025), 2025.
Core B
Acceptance Rate: 21%
Link
- Design of AI-Powered Tool for Self-Regulation Support in Programming Education
Huiyong Li and Boxuan Ma*
CHI 2025 Workshop: Augmented Educators and AI: Shaping the Future of Human-AI Collaboration in Learning (CHI2025), 2025.
Link
- A Framework for Constructing Concept Maps from E-Books Using Large Language Models: Challenges and Future Directions
Boxuan Ma* and Li Chen
The 7th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (DC@LAK25), 2025.
Link
- Enhancing E-Book Learning Dashboards with GPT-Assisted Page Grouping and Adaptive Navigation Link Visualization
Min Lu, Boxuan Ma, Xuewang Geng and Masanori Yamada
International Conference on Learning Analytics & Knowledge (LAK25), 2025.
(Poster)
Link
- Towards Better Course Recommendations: Integrating Multi-Perspective Meta-Paths and Knowledge Graphs
Tianyuan Yang, Baofeng Ren, Chenghao Gu, Boxuan Ma, Tianjia He and Shin'ichi Konomi
International Conference on Learning Analytics & Knowledge (LAK25), pp.137–147, 2025.
Core A
Acceptance Rate: 30%
Link
- Boosting Course Recommendation Explainability: A Knowledge Entity-Aware Model using Deep Learning
Tianyuan Yang, Baofeng Ren, Boxuan Ma, Tianjia He, Chenghao Gu and Shin'ichi Konomi
International Conference on Computers in Education (ICCE 2024), 2024.
Core C
Link
- Exploring Student Perception and Interaction Using ChatGPT In Programming Education
Boxuan Ma*, Li Chen and Shin'ichi Konomi
International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2024), pp.35-42, 2024.
Link
- Leveraging ChatGPT For Automated Knowledge Concept Generation
Tianyuan Yang, Baofeng Ren, Chenghao Gu, Boxuan Ma and Shin'ichi Konomi
International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2024), pp.75-82, 2024.
(🌟Best Paper Award)
Link
- A Three-Step Knowledge Graph Approach Using LLMs In Collaborative Problem Solving-based Stem Education
Li Chen, Gen Li, Boxuan Ma, Cheng Tang and Masanori Yamada
International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2024), pp.51-58, 2024.
Link
- Making Course Recommendation Explainable: A Knowledge Entity-Aware Model using Deep Learning
Tianyuan Yang, Baofeng Ren, Boxuan Ma, Md Akib Zabed Khan, Tianjia He and Shin'ichi Konomi
International Conference on Educational Data Mining (EDM 2024), pp.658–663, 2024.
(Poster)
Link
- Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course
Boxuan Ma*, Li Chen and Shin'ichi Konomi
International Conference on Artificial Intelligence in Education (AIED 2024), pp.113–126, 2024.
Core A
Link
- How Do Strategies for Using ChatGPT Affect Knowledge Comprehension?
Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Fumiya Okubo and Atsushi Shimada
International Conference on Artificial Intelligence in Education (AIED 2024), pp.151–162, 2024.
Core A
Link
- A Survey on Explainable Course Recommendation Systems
Boxuan Ma*, Tianyuan Yang and Baofeng Ren
International Conference on Distributed, Ambient, and Pervasive Interactions (DAPI 2024), Held as Part of HCI International 2024, pp.273–287, 2024.
(⭐Invited Paper)
Link
- Personalized Navigation Recommendation for E-book Page Jump
Boxuan Ma*, Li Chen and Min Lu
The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (DC@LAK24), 2024.
Link
- Exploring the Effectiveness of Vocabulary Proficiency Diagnosis Using Linguistic Concept and Skill Modeling
Boxuan Ma*, Gayan Prasad Hettiarachchi, Sora Fukui and Yuji Ando
International Conference on Educational Data Mining (EDM 2023), pp.149–159, 2023.
Core B
Acceptance Rate: 26%
Link
·
Code
- Each Encounter Counts: Modeling Language Learning and Forgetting
Boxuan Ma*, Gayan Prasad Hettiarachchi, Sora Fukui and Yuji Ando
International Conference on Learning Analytics & Knowledge (LAK23), pp.79–88, 2023.
Core A
Acceptance Rate: 32%
Link
·
Code + Data
- Format-Aware Item Response Theory for Predicting Vocabulary Proficiency
Boxuan Ma*, Gayan Prasad Hettiarachchi and Yuji Ando
International Conference on Educational Data Mining (EDM 2022), pp.695–700, 2022.
(Poster)
Link
- Understanding Student Slide Reading Patterns During the Pandemic
Boxuan Ma*, Min Lu and Shin’ichi Konomi
International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2021), pp.87-94, 2021.
Link
- Exploration and Explanation: An Interactive Course Recommendation System for University Environments
Boxuan Ma*, Min Lu, Yuta Taniguchi, and Shin’ichi Konomi
ACM IUI 2021 Workshops - Fourth International Workshop on Exploratory Search and Interactive Data Analytics (ESIDA), 2021.
Link
- Course Recommendation for University Environment
Boxuan Ma*, Yuta Taniguchi, and Shin’ichi Konomi
International Conference on Educational Data Mining (EDM 2020), pp.460-466, 2020.
Core B
Link
- Understanding Jump Back Behaviors in E-book System
Boxuan Ma*, Jiadong Chen, Chenhao Li, Likun Liu, Min Lu, Yuta Taniguchi, and Shin’ichi Konomi
Companion Proceedings of the International Conference on Learning Analytics & Knowledge (LAK20), pp.623-631, 2020.
Link
- Exploring the Design Space for Explainable Course Recommendation Systems in University Environments
Boxuan Ma*, Min Lu, Yuta Taniguchi and Shin’ichi Konomi
Companion Proceedings of the International Conference on Learning Analytics & Knowledge (LAK20), pp.492-499, 2020.
Link
- Design of an Elective Course Recommendation System for University Environment
Boxuan Ma*
Proceedings of the 12th International Conference on Educational Data Mining (EDM2019), pp.699-701, 2019.
Link
