Rchr
J-GLOBAL ID：201501014876712209
Update date: May. 26, 2024
Taniguchi Yuta
タニグチ ユウタ | Taniguchi Yuta
Affiliation and department：
Job title：
Assitant Professor
Homepage URL (1)：
https://yuttie.info/
Research field (1)：
Learning support systems
Research keywords (2)：
Learning Analytics
, data mining
Research theme for competitive and other funds (1)：
- 2017 - 2019 学習者の体験をフィードバックとして顕在化させるプログラミング学習支援環境の開発
Papers (48)：
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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
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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
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Chenhao Li, Yuta Taniguchi, Min Lu, Shin’ichi Konomi, Hajime Nagahara. Cross-language font style transfer. Applied Intelligence. 2023
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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
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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
ｍore...
MISC (24)：
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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
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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
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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
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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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後藤健, 峰松翼, 谷口雄太, 大久保文哉, 島田敬士. 視線情報による高解像度な学習ログの生成システムの開発. 情報処理学会研究報告(Web). 2023. 2023. CLE-40
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Lectures and oral presentations (24)：
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Course Recommendation for University Environment
(The 13th International Conference on Educational Data Mining 2020)
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Examining Language-agnostic Methods of Automatic Coding in the Community of Inquiry Framework
(The 16th International Conference on Cognition and Exploratory Learning in Digital Age 2019)
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K-Tips: Knowledge Extension Based on Tailor-made Information Provision System
(The 16th International Conference on Cognition and Exploratory Learning in Digital Age 2019)
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Toward Automatic Identification of Dataset Names in Scholarly Articles
(The 8th International Conference on Data Science and Institutional Research 2019)
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Optimizing Assignment of Students to Courses based on Learning Activity Analytics
(The 12th International Conference on Educational Data Mining 2019)
ｍore...
Professional career (1)：
- Ph.D. (Kyushu University)
Work history (7)：
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