Learning from multiple dynamic graphs of student and course interactions for student grade predictions

[1]  Huzefa Rangwala,et al.  Next-term student grade prediction , 2015, 2015 IEEE International Conference on Big Data (Big Data).

[2]  Li Zhao,et al.  Attention-based LSTM for Aspect-level Sentiment Classification , 2016, EMNLP.

[3]  Li Guo,et al.  iWalk: Interest-Aware Random Walk for Network Embedding , 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

[4]  Xin Liu,et al.  Biased Random Walk based Social Regularization for Word Embeddings , 2018, IJCAI.

[5]  Craig B. Zilles,et al.  Investigating Student Plagiarism Patterns and Correlations to Grades , 2017, SIGCSE.

[6]  Tsunenori Mine,et al.  Predicting Student Grade based on Free-style Comments using Word2Vec and ANN by Considering Prediction Results Obtained in Consecutive Lessons , 2015, EDM.

[7]  George Karypis,et al.  Grade prediction with models specific to students and courses , 2016, International Journal of Data Science and Analytics.

[8]  Tat-Seng Chua,et al.  Neural Collaborative Filtering , 2017, WWW.

[9]  Yuan He,et al.  Graph Neural Networks for Social Recommendation , 2019, WWW.

[10]  Jiming Liu,et al.  Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Social Collaborative Filtering by Trust , 2022 .

[11]  Enhong Chen,et al.  Exercise-Enhanced Sequential Modeling for Student Performance Prediction , 2018, AAAI.

[12]  Jürgen Schmidhuber,et al.  Long Short-Term Memory , 1997, Neural Computation.

[13]  Vangel V. Ajanovski,et al.  Evaluation of grade prediction using model-based collaborative filtering methods , 2018, 2018 IEEE Global Engineering Education Conference (EDUCON).

[14]  Henry Leung,et al.  A Novel LSTM Approach for Asynchronous Multivariate Time Series Prediction , 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

[15]  Mung Chiang,et al.  Behavior-Based Grade Prediction for MOOCs Via Time Series Neural Networks , 2017, IEEE Journal of Selected Topics in Signal Processing.

[16]  Frederick T. Bail,et al.  Effects of a Self-Regulated Learning Course on the Academic Performance and Graduation Rate of College Students in an Academic Support Program , 2008 .