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 61 | HTML Downloads 27 PDF Downloads 30 | DOI https://doi.org/10.5281/zenodo.14563229
HTML
PDF

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 350 | HTML Downloads 172 PDF Downloads 291 | DOI https://doi.org/10.5281/zenodo.13627151
HTML
PDF

Page 1-31

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

Narjes Rohani, Behnam Rohani, Areti Manataki
Abstract 267 | HTML Downloads 179 PDF Downloads 172 | DOI https://doi.org/10.5281/zenodo.13627655
HTML
PDF

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 172 | HTML Downloads 323 PDF Downloads 580 | DOI https://doi.org/10.5281/zenodo.13712553
HTML
PDF

Page 58-84

Articles

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

Mehmet Cem Aytekin, Yücel Saygın
Abstract 614 | HTML Downloads 238 PDF Downloads 215 | DOI https://doi.org/10.5281/zenodo.14250896
HTML
PDF

Page 85-114

Explaining Explainability: Early Performance Prediction with Student Programming Pattern Profiling

Muntasir Hoq, Peter Brusilovsky, Bita Akram
Abstract 344 | HTML Downloads 202 PDF Downloads 176 | DOI https://doi.org/10.5281/zenodo.14246435
HTML
PDF

Page 115-148

Estimation of ICAP States Based on Interaction Data During Collaborative Learning

Yoshimasa Ohmoto, Shigen Shimojo, Junya Morita, Yugo Hayashi
Abstract 215 | HTML Downloads 98 PDF Downloads 159 | DOI https://doi.org/10.5281/zenodo.14283893
HTML
PDF

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 354 | HTML Downloads 363 PDF Downloads 110 | DOI https://doi.org/10.5281/zenodo.14503598
HTML
PDF

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 143 | HTML Downloads 100 PDF Downloads 72 | DOI https://doi.org/10.5281/zenodo.14503515
HTML
PDF

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 283 | HTML Downloads 153 PDF Downloads 106 | DOI https://doi.org/10.5281/zenodo.14549071
HTML
PDF

Page 304-335