Using deep learning models to predict student performance in introductory computer programming courses

Author:

Chiang Yueh-Hui Vanessa1,Lin Ying-Ru2,Chen Nian-Shing3

Affiliation:

1. National Chengchi University,Artificial Intelligence and E-learning Center,Department of Computer Science,Taipei,Taiwan

2. National Chengchi University,Department of Computer Science,Taipei,Taiwan

3. Institute for Research Excellence in Learning Sciences and Program of Learning Sciences, National Chengchi University,Taipei,Taiwan

Publisher

IEEE

Reference13 articles.

1. Dropout: a simple way to prevent neural networks from overfitting;srivastava;The Journal of Machine Learning Research,2014

2. Utilizing Student Time Series Behaviour in Learning Management Systems for Early Prediction of Course Performance

3. A systematic review of deep learning approaches to educational data mining;hemández-blanco;Complexity,2019

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