Behavior-driven Student Performance Prediction with Tri-branch Convolutional Neural Network
Author:
Affiliation:
1. Shandong University, Jinan, China
2. Shandong University of Finance and Economics, Jinan, China
3. Shandong Jianzhu University, Jinan, China
Funder
National Key R&D Program of China
National Natural Science Foundation of China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3340531.3412110
Reference13 articles.
1. Chris Burges Tal Shaked Erin Renshaw et almbox. 2005. Learning to rank using gradient descent. In ICML. 89--96. Chris Burges Tal Shaked Erin Renshaw et almbox. 2005. Learning to rank using gradient descent. In ICML. 89--96.
2. Orderliness predicts academic performance: behavioural analysis on campus lifestyle
3. Charles Elkan. 2001. The foundations of cost-sensitive learning. In IJCAI. 973--978. Charles Elkan. 2001. The foundations of cost-sensitive learning. In IJCAI. 973--978.
4. Jie Hu Li Shen and Gang Sun. 2018. Squeeze-and-excitation networks. In CVPR. 7132--7141. Jie Hu Li Shen and Gang Sun. 2018. Squeeze-and-excitation networks. In CVPR. 7132--7141.
5. Alex Krizhevsky Ilya Sutskever and Geoffrey E Hinton. 2012. Imagenet classification with deep convolutional neural networks. In NIPS. 1097--1105. Alex Krizhevsky Ilya Sutskever and Geoffrey E Hinton. 2012. Imagenet classification with deep convolutional neural networks. In NIPS. 1097--1105.
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