Okubo Fumiya

オオクボフミヤ | Okubo Fumiya

Affiliation and department：

Research field (2)： Learning support systems , Information theory

Research keywords (3)： Learning Analytics , Natural Computing , Theory of Computation

Research theme for competitive and other funds (6)：

2022 - 2026 Construction and Evaluation of a High-Density Learning Analytics Infrastructure for Data-Driven Education
2022 - 2026 Development and Evaluation of Learning Analytics Platform based on Learning Improvement Model
2021 - 2024 Development and evaluation of learning analytics dashboard for the decision-making support of learning behavior improvement
2016 - 2021 化学反応オートマトンにおける決定性計算の研究
2013 - 2015 化学反応オートマトンの解析と応用に関する研究

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Papers (77)：

Abdul Berr, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada. Educational Data Analysis using Generative AI. LAK Workshops. 2024. 47-55
Ikkei Igawa, Yuta Taniguchi, Tsubasa Minematsu, Fumiya Okubo, Atsushi Shimada. Investigating Programming Performance Predictability from Embedding Vectors of Coding Behaviors. 31st International Conference on Computers in Education, ICCE 2023 - Proceedings. 2023. 1. 487-489
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. 2023. 61. 3. 639-670
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. 2023. 16. 1. 92-105
Erwin D. López Z., Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada. LECTOR: An attention-based model to quantify e-book lecture slides and topics relationships. EDM. 2023

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MISC (30)：

REN Yongle, TANG Cheng, TANIGUCHI Yuta, MINEMATSU Tsubasa, OKUBO Fumiya, SHIMADA Atsushi. Students’ Performance Prediction based on Similarity between Online Textbooks and Questions. 情報処理学会研究報告(Web). 2024. 2024. CLE-42
尾崎真大, 宮脇智也, 中村優吾, 部谷修平, 大久保文哉, 島田敬士. 数学問題文を入力とした3Dモデル自動生成システムの検討. 情報処理学会研究報告(Web). 2024. 2024. CLE-42
志賀寛羽, 峰松翼, 谷口雄太, 大久保文哉, 島田敬士. 圃場センシング情報の推移から注目期間を捉える圃場環境ダイジェストシステムによる農業教育支援. 情報処理学会研究報告(Web). 2023. 2023. CLE-39
岡井成遊, 峰松翼, 大久保文哉, 谷口雄太, 島田敬士. 学習状況に応じた学習記事検索手法の開発. 情報処理学会研究報告(Web). 2023. 2023. CLE-39
宮崎佑馬, 峰松翼, 谷口雄太, 大久保文哉, 島田敬士. 教育データの分散表現生成手法の提案とAt-risk学生検知への応用. 情報処理学会研究報告(Web). 2023. 2023. CLE-40

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Education (3)：

2011 - 2014 Waseda University Graduate School of Education Curriculum Area Sciences Major
2009 - 2011 Waseda University Graduate School of Education Mathematics Education Major
2005 - 2009 Waseda University School of Education Department of Science

Professional career (1)：

Work history (6)：

2021/04 - 現在 Kyushu University Faculty of Information Science and Electrical Engineering Associate Professor
2020/04 - 2021/03 Nihon Pharmaceutical University Department of Pharmaceutical Sciences Associate Professor
2018/04 - 2020/03 Takachiho University Faculty of Business Administration Associate Professor
2014/04 - 2018/03 Kyushu University Faculty of Arts and Science Assistant Professor
2013/04 - 2014/03 Japan Society for the Promotion of Science Research Fellowship for Young Scientists DC2

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Committee career (2)：

2018 - The 22nd International Conference on Developments in Language Theory Program Commitee
2015 - The 1st workshop on e-Book-based Educational Big Data for Enhancing Teaching and Learning Program Commitee

Association Membership(s) (2)：

Information Processing Society of Japan , The Institute of Electronics, Information and Communication Engineers

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