BriefGPT.xyz
Sep, 2023
个性化学生学习的因果发现与反事实解释
Causal Discovery and Counterfactual Explanations for Personalized Student Learning
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Bevan I. Smith
TL;DR
通过因果发现技术,本研究着重于确定学生表现的原因,以提供个性化的改进方法;通过识别因果预测因素并应用对照分析来提供个性化建议;在教育背景中使用因果推断的挑战、益处和限制得到了详细描述。
Abstract
The paper focuses on identifying the causes of
student performance
to provide
personalized recommendations
for improving pass rates. We introduce the need to move beyond predictive models and instead identify cau
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