Publications
Publications
Apr.2022 - Mar.2023
Journals (Peer-reviewed)
- Fumiya Okubo, Tetsuya Shiino, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
Adaptive Learning Support System Based on Automatic Recommendation of Personalized Review Materials
IEEE Transactions on Learning Technologies, 2022.11
BibTeX
- Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
Recurrent Neural Network-FitNets: Improving Early Prediction of Student Performanceby Time-Series Knowledge Distillation
Journal of Educational Computing Research, 2022.10
BibTeX
- Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
Visualizing Source-Code Evolution for Understanding Class-Wide Programming Processes
Sustainability, Vol.14, No.13, 2022.07
BibTeX
- Yuta Taniguchi, Takuro Owatari, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
Live Sharing of Learning Activities on E-Books for Enhanced Learning in Online Classes
Sustainability, Vol.14, No.12, 2022.06
BibTeX
International Conferences (Peer-reviewed)
- Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
LSTM with Attention Mechanism for Students’ Performance Prediction Based on Reading Behavior
The 5th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK23 Data Challenge), 2023.03
BibTeX
- Sukrit Leelaluk, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
Scaled-Dot Product Attention for Early Detection of At-Risk Students
IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE2022), pp.316-322, 2022.12
BibTeX
- Taiki Hamada, Tsubasa Minematsu, Atsushi Shimada, Fumiya Okubo, Yuta Taniguchi
Background Subtraction Network Module Ensemble for Background Scene Adaptation
International Conference on Advanced Video and Signal Based Surveillance (AVSS2022), 2022.12
BibTeX
- Jinghao Wang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
Topic-Based Representation of Learning Activities for New Learning Pattern Analytics
International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.268-278, 2022.11
BibTeX
- Erwin D. Lopez Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
Assessment of At-Risk Students’ Predictions From E-Book Activities Representations In Practical Applications
International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.279-288, 2022.11
BibTeX
- Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada
Detection of At-Risk Students in Programming Courses
International Conference on Computers in Education 2022 (ICCE2022), Vol.1, pp.308-313, 2022.11
BibTeX
- Kanu Shiga, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada, Rin-ichiro Taniguchi
Development and Evaluation of a Field Environment Digest System for Agricultural Education
IFIP World Conference on Computers in Education (WCCE2022), 2022.08
BibTeX
- Seiyu Okai, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Hideaki Uchiyama, Atsushi Shimada
A system to realize time- and location-independent teaching and learning among leaners through sharing learning-articles
IFIP World Conference on Computers in Education (WCCE2022), 2022.08
BibTeX