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Optimizing Bayesian Knowledge Tracing with Neural Network Parameter Generation

• Authors : Anirudhan Badrinath; Zachary Pardos

Subjects: Bayesian Statistics; Intelligent Tutoring Systems; Problem Solving

• Source: Journal of Educational Data Mining. 2025 17(1):41-65.25

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Advanced Knowledge Tracing: Incorporating Process Data and Curricula Information via an Attention-Based Framework for Accuracy and Interpretability

• Authors : Yikai Lu; Lingbo Tong; Ying Cheng

Subjects: Models; Intelligent Tutoring Systems; Prediction

• Source: Journal of Educational Data Mining. 2024 16(2):58-84.27

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Disentangled Knowledge Tracing for Alleviating Cognitive Bias

• Authors : Zhou, Yiyun; Lv, Zheqi; Zhang, Shengyu

Subjects: Computer Science - Machine Learning

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LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty

• Authors : Cen, Jiahui; Lin, Jianghao; Xuan, Weizhong

Subjects: Computer Science - Artificial Intelligence

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AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling

• Authors : Zhou, Hao; Rong, Wenge; Zhang, Jianfei

Subjects: Computer Science - Artificial Intelligence; Computer Science - Computers and Society; Computer Science - Machine Learning

• Source: IEEE Transactions on Learning Technologies, vol. 18, pp. 25-38, 2025

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Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data

• Authors : Zhou, Yiyun; Han, Wenkang; Chen, Jingyuan

Subjects: Computer Science - Machine Learning; Computer Science - Information Retrieval

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Knowledge Tracing in Programming Education Integrating Students' Questions

• Authors : Kim, Doyoun; Kim, Suin; Jo, Yojan

Subjects: Computer Science - Computers and Society; Computer Science - Artificial Intelligence; Computer Science - Software Engineering

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DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing

• Authors : Sun, Xinjie; Zhang, Kai; Liu, Qi

Subjects: Computer Science - Computers and Society; Computer Science - Artificial Intelligence; Computer Science - Machine Learning

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Sparse Binary Representation Learning for Knowledge Tracing

• Authors : Badran, Yahya; Preisach, Christine

Subjects: Computer Science - Machine Learning

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Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method

• Authors : Kose, Shubham; Wei-Kocsis, Jin

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Computer Science - Computers and Society

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