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 71 | HTML Downloads 31 PDF Downloads 36 | 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 377 | HTML Downloads 191 PDF Downloads 306 | 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 281 | HTML Downloads 190 PDF Downloads 182 | 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 188 | HTML Downloads 355 PDF Downloads 585 | 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 804 | HTML Downloads 319 PDF Downloads 240 | 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 378 | HTML Downloads 223 PDF Downloads 192 | 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 242 | HTML Downloads 114 PDF Downloads 175 | 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 404 | HTML Downloads 429 PDF Downloads 128 | 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 168 | HTML Downloads 118 PDF Downloads 94 | 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 329 | HTML Downloads 176 PDF Downloads 117 | DOI https://doi.org/10.5281/zenodo.14549071
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Page 304-335