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 90 | HTML Downloads 42 PDF Downloads 71 | 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 434 | HTML Downloads 258 PDF Downloads 363 | 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 331 | HTML Downloads 244 PDF Downloads 229 | 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 242 | HTML Downloads 489 PDF Downloads 640 | 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 1275 | HTML Downloads 494 PDF Downloads 347 | 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 482 | HTML Downloads 308 PDF Downloads 260 | 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 314 | HTML Downloads 146 PDF Downloads 250 | 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 478 | HTML Downloads 639 PDF Downloads 185 | 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 225 | HTML Downloads 180 PDF Downloads 150 | 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 453 | HTML Downloads 252 PDF Downloads 159 | DOI https://doi.org/10.5281/zenodo.14549071
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Page 304-335