九州大学 大学院システム情報科学研究院 情報知能工学部門 イメージ・メディア理解研究室

論文誌 (査読有)

1. Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   Recurrent Neural Network-FitNets: Improving Early Prediction of Student Performance by Time-Series Knowledge Distillation
   Journal of Educational Computing Research, 2022.10
   BibTeX

国際会議 (査読有)

1. Ryusuke Murata, Fumiya Okubo, Tsubasa Minematsu, Yuta Taniguchi, Atsushi Shimada
   New Perspective on Input Feature Analysis for Early Feedback by Student Performance Prediction Considering the Future Effect
   The 12th Internal Learning Analytics and Knowledge Conference, 2022.03
   BibTeX
2. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
   Early Detection of At-risk Students based on Knowledge Distillation RNN Models
   Educational Data Mining 2021, 2021.06
   BibTeX
3. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
   OpenLA: Library for Efficient E book Log Analysis and Accelerating Learning Analytics
   The 28th International Conference on Computers in Education, 2020.11
   BibTeX
4. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
   OpenLA: An Open-Sourse Library for e-Book Log Analytics
   The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
   BibTeX
5. Ryusuke Murata, Tsubasa Minematsu, Atsushi Shimada
   Score Prediction Based on Page Feature Clustering
   The 2nd Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK20 Data Challenge) , 2020.03
   BibTeX

国内学会 (査読無し)

1. 村田 隆介, 島田 敬士, 峰松 翼, 谷口 倫一郎
   デジタル教科書のログ分析効率化に向けたオープンソースライブラリ「OpneLA」の開発と適用事例の紹介
   情報処理学会 第32回教育学習支援情報システム(CLE)研究発表会, 2020.11
   BibTeX
2. 村田 隆介，島田 敬士，峰松 翼，谷口 倫一郎
   学習分析の効率化に向けたオープンソースライブラリ「OpenLA」の開発
   情報処理学会 第30回教育学習支援情報システム(CLE)研究発表会, 2020.03
   BibTeX