Vol. 16 No. 2 (2024)

Published: 2024-10-17

Editorial Acknowledgment

Philip Irvin Pavlik Jr.; Neil Heffernan, Ethan Prihar, Carrie Demmans Epp, Benjamin Paassen, Nigel Bosch, Agathe Merceron
Abstract 79 | HTML Downloads 37 PDF Downloads 58 | DOI https://doi.org/10.5281/zenodo.14563229
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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 416 | HTML Downloads 231 PDF Downloads 347 | 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 314 | HTML Downloads 222 PDF Downloads 212 | 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 219 | HTML Downloads 443 PDF Downloads 620 | DOI https://doi.org/10.5281/zenodo.13712553
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Page 58-84

Articles

ACE: AI-Assisted Construction of Educational Knowledge Graphs with Prerequisite Relations

Mehmet Cem Aytekin, Yücel Saygın
Abstract 1177 | HTML Downloads 460 PDF Downloads 314 | DOI https://doi.org/10.5281/zenodo.14250896
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Page 85-114

Explaining Explainability: Early Performance Prediction with Student Programming Pattern Profiling

Muntasir Hoq, Peter Brusilovsky, Bita Akram
Abstract 445 | HTML Downloads 287 PDF Downloads 237 | DOI https://doi.org/10.5281/zenodo.14246435
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Page 115-148

Estimation of ICAP States Based on Interaction Data During Collaborative Learning

Yoshimasa Ohmoto, Shigen Shimojo, Junya Morita, Yugo Hayashi
Abstract 285 | HTML Downloads 139 PDF Downloads 226 | DOI https://doi.org/10.5281/zenodo.14283893
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Page 149-176

A Scalable, Flexible, and Interpretable Analytic Pipeline for Stealth Assessment in Complex Digital Game-Based Learning Environments: Towards Generalizability

Wenyi Lu, James Laffey, Troy D. Sadler, Joe Griffin, Sean P. Goggins
Abstract 451 | HTML Downloads 588 PDF Downloads 168 | DOI https://doi.org/10.5281/zenodo.14503598
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Page 214-303

Extended Articles from the EDM 2023 Conference

Investigating Demographic Features and their Connection to Performance, Predictions, and Fairness in EDM Models

Lea Cohausz, Andrej Tschalzev, Christian Bartelt, Heiner Stuckenschmidt
Abstract 202 | HTML Downloads 166 PDF Downloads 128 | DOI https://doi.org/10.5281/zenodo.14503515
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Page 177-213

Extended Articles from the EDM 2024 Conference

Multi-Dimensional Performance Analysis of Large Language Models for Classroom Discussion Assessment

Nhat Tran, Benjamin Pierce, Diane Litman, Richard Correnti, Lindsay Clare Matsumura
Abstract 407 | HTML Downloads 233 PDF Downloads 144 | DOI https://doi.org/10.5281/zenodo.14549071
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Page 304-335