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Ryusuke　Murata

Profile

Self-Introduction

Name Ryusuke　Murata
Course Master Course(Second year)
Organization Name Graduate School and Faculty of Information Science and Electrical Engineering
Department of Advanced Information Technology

Research

Publications

Journals (Peer-reviewed)

  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

International Conferences (Peer-reviewed)

  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