Deep Knowledge Tracing

Deep Knowledge Tracing

19 June 2015

Leonidas Guibas

Jascha Narain Sohl-Dickstein

Papers citing "Deep Knowledge Tracing"

13 / 13 papers shown

Title
CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Yi Zhan Qi Liu Weibo Gao Zheng Zhang Tianfu Wang Shuanghong Shen Junyu Lu Zhenya Huang LLMAG AI4CE 48 0 0 27 May 2025
Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen OffRL KELM 76 2 0 26 May 2025
CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models R. Li Siyu Wu Jun Wang Wei Zhang AI4Ed 53 0 0 23 May 2025
RouterKT: Mixture-of-Experts for Knowledge Tracing Han Liao Shuaishuai Zu 55 0 0 11 Apr 2025
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty Jiahui Cen Jianghao Lin Weizhong Xuan Dong-ping Zhou Jianfei Chen Aimin Yang Yimiao Zhou AI4Ed 113 0 0 27 Feb 2025
Automated Knowledge Component Generation and Knowledge Tracing for Coding Problems Zhangqi Duan Nigel Fernandez Sri Kanakadandi Mohammad Hassany Rafaella Sampaio de Alencar Peter Brusilovsky Bita Akram Andrew Lan 102 0 0 25 Feb 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 71 0 0 17 Feb 2025
TrueReason: An Exemplar Personalised Learning System Integrating Reasoning with Foundational Models Sahan Bulathwela Daniel Van Niekerk Jarrod Shipton Maria Perez-Ortiz Benjamin Rosman John Shawe-Taylor LRM 91 0 0 23 Jan 2025
Knowledge Tracing in Programming Education Integrating Students' Questions Doyoun Kim Suin Kim Yojan Jo AI4Ed 48 0 0 22 Jan 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 71 0 0 20 Jan 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 73 1 0 02 Oct 2024
Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance Richard Scruggs Ryan S. Baker B. McLaren 34 15 0 14 Oct 2019
Learning Program Embeddings to Propagate Feedback on Student Code Chris Piech Jonathan Huang A. Nguyen Mike Phulsuksombati Mehran Sahami Leonidas Guibas HAI 38 179 0 22 May 2015