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SQGKT: Student-question interaction graph-based knowledge tracing

delete2025-08-10
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PRE
AI
T
Tao Xu
Y
Yingying Zhao
J
Juntao Zhang
J
Jiaming Deng
Z
Zhilong Zhao
韩道军 (Daojun Han)
F
Fengsi Wang
X
Xiangqian Wei
DOI:10.1016/j.eswa.2025.129175delete
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Abstract

Abstract

En 中文
• Designing a knowledge tracing model SQGKT to predict students’ future performance. • Modeling students’ learning ability, attempt, and hint in student-question graph. • Designing a embedding and fusion module to access enhanced question representations.
Keywords:
knowledge tracing
student-question graph
learning ability
hint usage
embedding fusion

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

J
H
henan university
Scholars:
2.3W
Papers: 1.3W
Citations: 20