Knowledge tracing models have gained prominence in educational data mining, with applications like the Self-Attention Knowledge Tracing model, which captures the exercise-knowledge relationship. Howev

Figshare2023-12-22 更新10

SynEdu-HEDL: A Synthetic Dataset for Early Warning Prediction of Student Success

学业风险

教育数据挖掘

SynEdu‑HEDL: A Synthetic Dataset for Early Warning Prediction of Student Success This repository hosts SynEdu‑HEDL, a fully synthetic dataset that mimics real‑world student behaviors, academic perfor

Zenodo2026-03-08 更新00

Empirical example results

自适应学习

能力估计收敛

Empirical examples from the paper: Bence Gergely, Matthieu Brinkhuis, Szabolcs Takács, Maria Bolsinova: The Effect of hyper-parameters and system features on the speed of convergence of ability estima

Figshare2023-09-29 更新30

PERSONALIZED LEARNING IN THE AGE OF ARTIFICIAL INTELLIGENCE: A NEW EDUCATIONAL PARADIGM

AI个性化教育

自适应学习

This paper examines the role of artificial intelligence in advancing personalized learning and establishing a new educational paradigm. The primary purpose of the study is to explore how AI technologi

Zenodo2026-02-09 更新10

datacodebook.zip

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