Improving Interpretability of Deep Sequential Knowledge Tracing Models
with Question-centric Cognitive Representations

Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations

14 February 2023

Zitao Liu

Papers citing "Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations"

8 / 8 papers shown

Title
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty Jiahui Cen Jianghao Lin Weizhong Xuan Dong-ping Zhou Jianfei Chen Aimin Yang Yue Zhou AI4Ed 89 0 0 27 Feb 2025
TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation Zhaoxing Li V. Yazdanpanah Jindi Wang Wen Gu Lei Shi Alexandra I. Cristea Sarah Kiden Sebastian Stein AI4Ed RALM 42 0 0 20 Jan 2025
Sparse Binary Representation Learning for Knowledge Tracing Yahya Badran Christine Preisach 42 0 0 20 Jan 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 44 1 0 02 Oct 2024
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement Soonwook Park Donghoon Lee Hogun Park AI4Ed 22 1 0 23 Aug 2024
Dual-State Personalized Knowledge Tracing with Emotional Incorporation Shanshan Wang Fangzheng Yuan Keyang Wang Xun Yang Xingyi Zhang Meng Wang AI4Ed 21 0 0 27 May 2024
Enhancing Deep Knowledge Tracing with Auxiliary Tasks Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Boyu Gao Weiqing Luo Jian Weng AI4Ed 25 43 0 14 Feb 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Weiqing Luo AI4Ed 13 36 0 14 Feb 2023