A Survey of Knowledge Tracing: Models, Variants, and Applications

A Survey of Knowledge Tracing: Models, Variants, and Applications

6 May 2021

Shuanghong Shen

Qi Liu

Enhong Chen

Papers citing "A Survey of Knowledge Tracing: Models, Variants, and Applications"

6 / 6 papers shown

Title
Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method Shubham Kose Jin Wei-Kocsis AI4Ed 34 0 0 09 Jan 2025
From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education Unggi Lee Jiyeong Bae Yeonji Jung Minji Kang Gyuri Byun ... Sookbun Lee Jaekwon Park Taekyung Ahn Gunho Lee Hyeoncheol Kim AI4Ed KELM 28 1 0 31 Aug 2024
CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer HeeSeok Jung Jaesang Yoo Yohaan Yoon Y. Jang AI4Ed 26 5 0 13 Jun 2024
Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task Unggi Lee Jiyeong Bae Dohee Kim Sookbun Lee Jaekwon Park Taekyung Ahn Gunho Lee Damji Stratton Hyeoncheol Kim AI4Ed KELM 18 8 0 05 Jun 2024
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students Matthew Shu Nishant Balepur Shi Feng Jordan L. Boyd-Graber AI4Ed HAI 13 3 0 19 Feb 2024
A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining Y. Lin Hong Chen Wei Xia F. Lin Zongyue Wang Yong Li AI4Ed 28 8 0 09 Sep 2023