Nudge Messages for E-Learning Engagement and Student's Personality Traits: Effects and Implication for Personalization. - Taisei Yamauchi; Kyosuke Takami; Brendan Flanagan; Hiroaki Ogata (ICCE, 2022)

Improved Automated Labeling of Mathematical Exercises in Japanese. - Taisei Yamauchi; Ryosuke Nakamoto; Yiling Dai; Kyosuke Takami; Brendan Flanagan; Hiroaki Ogata (ICCE, 2023)

Matching Intervention Messages Considering Complex Personality Types of High School Students. - Taisei Yamauchi; Yuta Nakamizo; Kyosuke Takami; Rwitajit Majumdar; Hiroaki Ogata (ICCE, 2023)

Enhancing Automated Scoring of Math Self-Explanation Quality Using LLM-Generated Datasets: A Semi-Supervised Approach. - Ryosuke Nakamoto; Brendan Flanagan; Taisei Yamauchi; Yiling Dai; Kyosuke Takami; Hiroaki Ogata (Comput., 2023)

Automated labeling of PDF mathematical exercises with word N-grams VSM classification. - Taisei Yamauchi; Brendan Flanagan; Ryosuke Nakamoto; Yiling Dai; Kyosuke Takami; Hiroaki Ogata (Smart Learn. Environ., 2023)

Representing Learning Progression of Unguided Exercise Solving: A Generalization of Wheel-Spinning Detection. - Taisei Yamauchi; Heinz Ulrich Hoppe; Yiling Dai; Brendan Flanagan; Hiroaki Ogata (ICCE, 2024)

A human-in-the-loop system for labeling knowledge components in Japanese mathematics exercises. - Brendan Flanagan; Zejie Tian; Taisei Yamauchi; Yiling Dai; Hiroaki Ogata (Res. Pract. Technol. Enhanc. Learn., 2024)

Integrating self-explanation and operational data for impasse detection in mathematical learning. - Ryosuke Nakamoto; Brendan Flanagan; Yiling Dai; Taisei Yamauchi; Kyosuke Takami; Hiroaki Ogata (Res. Pract. Technol. Enhanc. Learn., 2024)

Co-designing Data-Driven Educational Technology and Practice: Reflections from the Japanese Context. - Hiroaki Ogata; Changhao Liang; Yuko Toyokawa; Chia-Yu Hsu 002; Kohei Nakamura; Taisei Yamauchi; Brendan Flanagan; Yiling Dai; Kyosuke Takami; Izumi Horikoshi; Rwitajit Majumdar (Technol. Knowl. Learn., 2024)

Augmentation of Learning Content With Knowledge Components: Automatic Unit Labeling for Various Forms of Japanese Math Materials. - Taisei Yamauchi; Ryosuke Nakamoto; Brendan Flanagan; Yiling Dai; Isanka Wijerathne; Hiroaki Ogata (IEEE Trans. Learn. Technol., 2025)