Vol. 16 No. 2 (2024)

Published: 2024-10-17

Special Section EDM Cup 2023

Predicting Students’ Future Success: Harnessing Clickstream Data with Wide & Deep Item Response Theory

Shi Pu, Yu Yan, Brandon Zhang
Abstract 105 | HTML Downloads 41 PDF Downloads 96 | DOI https://doi.org/10.5281/zenodo.13627151
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Page 1-31

ClickTree: A Tree-based Method for Predicting Math Students’ Performance Based on Clickstream Data

Narjes Rohani, Behnam Rohani, Areti Manataki
Abstract 87 | HTML Downloads 22 PDF Downloads 48 | DOI https://doi.org/10.5281/zenodo.13627655
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Page 32-57

Advanced Knowledge Tracing: Incorporating Process Data and Curricula Information via an Attention-Based Framework for Accuracy and Interpretability

Yikai Lu, Lingbo Tong, Ying Cheng
Abstract 59 | HTML Downloads 141 PDF Downloads 482 | DOI https://doi.org/10.5281/zenodo.13712553
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Page 58-84