Boxuan Ma

37 papers A 3B 6C 2Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
CodeExemplar: Example-Based Scaffolding for Introductory Programming in the GenAI Era.
CoRR
Boxuan Ma, Shin'ichi Konomi
2026 J jnl
Design Implications for Student and Educator Needs in AI-Supported Programming Learning Tools.
CoRR
Boxuan Ma, Yinjie Xie, Huiyong Li, Gen Li, Li Chen, Atsushi Shimada, Shin'ichi Konomi
2026 J jnl
Designing a Meta-Reflective Dashboard for Instructor Insight into Student-AI Interactions.
CoRR
Boxuan Ma, Baofeng Ren, Huiyong Li, Gen Li, Li Chen, Atsushi Shimada, Shin'ichi Konomi
2026 J jnl
Integrating Forgetting Behavior and Linguistic Features in Language Learning Models.
ACM Trans. Knowl. Discov. Data
Boxuan Ma, Sora Fukui, Yuji Ando, Shin'ichi Konomi
2026 J jnl
Three Years with Classroom AI in Introductory Programming: Shifts in Student Awareness, Interaction, and Performance.
CoRR
Boxuan Ma, Huiyong Li, Gen Li, Li Chen, Cheng Tang, Atsushi Shimada, Shin'ichi Konomi
2026 A conf
Understanding Study Approaches in E-Book Logs and Their Relation to Metacognition and Performance.
LAK
Boxuan Ma, Li Chen, Xuewang Geng, Masanori Yamada
2025 — conf
A Framework for Constructing Concept Maps from E-Books Using Large Language Models: Challenges and Future Directions.
LAK Workshops
Boxuan Ma, Li Chen
2025 B conf
Connect E-Book Content and Structure to Student Jump-Back Behavior.
ICALT
Boxuan Ma, Min Lu, Li Chen, Masanori Yamada
2025 J jnl
Design of AI-Powered Tool for Self-Regulation Support in Programming Education.
CoRR
Huiyong Li, Boxuan Ma
2025 — conf
EDNMs for Visual Analytics of Learning Behavior and Early Risk Prediction.
AIED (2)
Cheng Tang, Bin Li, Haichuan Yang, Gen Li, Li Chen, Boxuan Ma, Atsushi Shimada
2025 J jnl
Enhancing Course Recommendation with LLM-Generated Concepts: A Unified Framework for Side Information Integration.
Big Data Cogn. Comput.
Tianyuan Yang, Baofeng Ren, Chenghao Gu, Feike Xu, Boxuan Ma, Shin'ichi Konomi
2025 J jnl
Examining GPT's Capability to Generate and Map Course Concepts and Their Relationship.
CoRR
Tianyuan Yang, Baofeng Ren, Chenghao Gu, Tianjia He, Boxuan Ma, Shin'ichi Konomi
2025 — conf
How Generative AI Impact Student Emotion and Engagement in Programming Tasks?
AIED (5)
Boxuan Ma, Liyuan Guo, Tianyuan Yang, Jihong Ding
2025 J jnl
How Good Are Large Language Models for Course Recommendation in MOOCs?
CoRR
Boxuan Ma, Md. Akib Zabed Khan, Tianyuan Yang, Agoritsa Polyzou, Shin'ichi Konomi
2025 J jnl
Leveraging LLMs for Automated Extraction and Structuring of Educational Concepts and Relationships.
Mach. Learn. Knowl. Extr.
Tianyuan Yang, Baofeng Ren, Chenghao Gu, Tianjia He, Boxuan Ma, Shin'ichi Konomi
2025 — conf
Personalized Language Learning Using Spaced Repetition Scheduling.
AIED (4)
Boxuan Ma, Sora Fukui, Yuji Ando, Shin'ichi Konomi
2025 J jnl
Pose-Guided Re-Identification of Amur Tigers Under Wild Environmental Constraints.
IET Image Process.
Tianyu Wang, Boxuan Ma, Xinrui Zhao, Chao Mou, Jiahua Fan
2025 — conf
Predictive Analysis of PM2.5 Concentration in Taiyuan City Based on Deep Learning.
CNML
Boxuan Ma, Changsheng Li, Wenxuan Zhang, Yichi Zhang
2025 C conf
SW-YOLO: Wildlife Object Detection Based on Segment Anything and YOLO Models.
ISNN
Qirui Yang, Guoli Liu, Xinrui Zhao, Boxuan Ma, Chao Mou
2025 J jnl
Scaffolding Metacognition in Programming Education: Understanding Student-AI Interactions and Design Implications.
CoRR
Boxuan Ma, Huiyong Li, Gen Li, Li Chen, Cheng Tang, Yinjie Xie, Chenghao Gu, Atsushi Shimada, Shin'ichi Konomi
2025 A conf
Towards Better Course Recommendations: Integrating Multi-Perspective Meta-Paths and Knowledge Graphs.
LAK
Tianyuan Yang, Baofeng Ren, Chenghao Gu, Boxuan Ma, Tianjia He, Shin'ichi Konomi
2024 — conf
A Survey on Explainable Course Recommendation Systems.
HCI (36)
Boxuan Ma, Tianyuan Yang, Baofeng Ren
2024 C conf
Boosting Course Recommendation Explainability: A Knowledge Entity Aware Model Using Deep Learning.
ICCE
Tianyuan Yang, Baofeng Ren, Boxuan Ma, Tianjia He, Chenghao Gu, Shin'ichi Konomi
2024 — conf
Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course.
AIED Companion (1)
Boxuan Ma, Li Chen, Shin'ichi Konomi
2024 J jnl
Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course.
CoRR
Boxuan Ma, Li Chen, Shin'ichi Konomi
2024 — conf
How Do Strategies for Using ChatGPT Affect Knowledge Comprehension?
AIED Companion (1)
Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Fumiya Okubo, Atsushi Shimada
2024 B conf
Making Course Recommendation Explainable: A Knowledge Entity-Aware Model using Deep Learning.
EDM
Tianyuan Yang, Baofeng Ren, Boxuan Ma, Md. Akib Zabed Khan, Tianjia He, Shin'ichi Konomi
2024 — conf
Personalized Navigation Recommendation for E-book Page Jump.
LAK Workshops
Boxuan Ma, Li Chen, Min Lu
2023 A conf
Each Encounter Counts: Modeling Language Learning and Forgetting.
LAK
Boxuan Ma, Gayan Prasad Hettiarachchi, Sora Fukui, Yuji Ando
2023 B conf
Exploring the effectiveness of Vocabulary Proficiency Diagnosis Using Linguistic Concept and Skill Modeling.
EDM
Boxuan Ma, Gayan Prasad Hettiarachchi, Sora Fukui, Yuji Ando
2022 J jnl
Exploring jump back behavior patterns and reasons in e-book system.
Smart Learn. Environ.
Boxuan Ma, Min Lu, Yuta Taniguchi, Shin'ichi Konomi
2022 B conf
Format-Aware Item Response Theory for Predicting Vocabulary Proficiency.
EDM
Boxuan Ma, Gayan Prasad Hettiarachchi, Yuji Ando
2021 J jnl
CourseQ: the impact of visual and interactive course recommendation in university environments.
Res. Pract. Technol. Enhanc. Learn.
Boxuan Ma, Min Lu, Yuta Taniguchi, Shin'ichi Konomi
2021 — conf
Exploration and Explanation: An Interactive Course Recommendation System for University Environments.
IUI Workshops
Boxuan Ma, Min Lu, Yuta Taniguchi, Shin'ichi Konomi
2021 J jnl
Investigating course choice motivations in university environments.
Smart Learn. Environ.
Boxuan Ma, Min Lu, Yuta Taniguchi, Shin'ichi Konomi
2020 B conf
Course Recommendation for University Environment.
EDM
Boxuan Ma, Yuta Taniguchi, Shin'ichi Konomi
2019 B conf
Design of an Elective Course Recommendation System for University Environment.
EDM
Boxuan Ma