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 75 | HTML Downloads 34 PDF Downloads 40 | 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 404 | HTML Downloads 204 PDF Downloads 323 | 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 286 | HTML Downloads 199 PDF Downloads 188 | 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 191 | HTML Downloads 375 PDF Downloads 593 | 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 889 | HTML Downloads 345 PDF Downloads 258 | 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 408 | HTML Downloads 245 PDF Downloads 203 | 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 252 | HTML Downloads 126 PDF Downloads 189 | 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 427 | HTML Downloads 504 PDF Downloads 138 | 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 180 | HTML Downloads 138 PDF Downloads 106 | 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 348 | HTML Downloads 191 PDF Downloads 122 | DOI https://doi.org/10.5281/zenodo.14549071
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Page 304-335