Knowledge Tracing: A Survey

8 January 2022

Ghodai M. Abdelrahman

Papers citing "Knowledge Tracing: A Survey"

46 / 46 papers shown

Title
Improving Deep Knowledge Tracing via Gated Architectures and Adaptive Optimization Altun Shukurlu 22 0 0 24 Apr 2025
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room Danial Hooshyar Gustav Šír Yeongwook Yang Eve Kikas Raija Hamalainen T. Karkkainen Dragan Gašević Roger Azevedo 34 0 0 22 Apr 2025
Survey of Loss Augmented Knowledge Tracing Altun Shukurlu 30 0 0 21 Apr 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen AI4Ed 41 0 0 04 Mar 2025
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty Jiahui Cen Jianghao Lin Weizhong Xuan Dong-ping Zhou J. Chen Aimin Yang Y. Zhou AI4Ed 84 0 0 27 Feb 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 52 0 0 17 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 70 1 0 04 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 31 0 0 23 Jan 2025
Deep Knowledge Tracing for Personalized Adaptive Learning at Historically Black Colleges and Universities Ming-Mu Kuo Xiangfang Li Lijun Qian Pamela Obiomon Xishuang Dong AI4Ed 19 0 0 02 Oct 2024
Computational Teaching for Driving via Multi-Task Imitation Learning Deepak Gopinath Xiongyi Cui Jonathan A. DeCastro Emily S. Sumner Jean Costa ... Sheryl Chau John Leonard Tiffany Chen Guy Rosman Avinash Balachandran 38 1 0 02 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 44 1 0 02 Oct 2024
Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks Zhangqi Duan Nigel Fernandez Alexander Hicks Andrew S. Lan AI4Ed 30 2 0 28 Sep 2024
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI Liang Zhang Jionghao Lin John Sabatini Conrad Borchers Daniel Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser 30 2 0 24 Sep 2024
Temporal Graph Memory Networks For Knowledge Tracing Seif Gad Sherif M. Abdelfattah Ghodai M. Abdelrahman AI4Ed 16 0 0 23 Sep 2024
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement Soonwook Park Donghoon Lee Hogun Park AI4Ed 20 1 0 23 Aug 2024
Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention Yuquan Xie Wanqi Yang Jinyu Wei Ming Yang Yang Gao AI4Ed 44 1 0 02 Jul 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 24 5 0 13 Jun 2024
Cross-domain-aware Worker Selection with Training for Crowdsourced Annotation Yushi Sun Jiachuan Wang Peng Cheng Libin Zheng Lei Chen Jian Yin 18 0 0 11 Jun 2024
Student Answer Forecasting: Transformer-Driven Answer Choice Prediction for Language Learning Elena Grazia Gado Tommaso Martorella Luca Zunino Paola Mejia-Domenzain Vinitra Swamy Jibril Frej Tanja Kaser AI4Ed 32 0 0 30 May 2024
Dual-State Personalized Knowledge Tracing with Emotional Incorporation Shanshan Wang Fangzheng Yuan Keyang Wang Xun Yang Xingyi Zhang Meng Wang AI4Ed 16 0 0 27 May 2024
Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model Yang Cao Wei Zhang Mamba 16 4 0 26 May 2024
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning Ming-Mu Kuo Shouvon Sarker Lijun Qian Yujian Fu Xiangfang Li Xishuang Dong AI4Ed 40 1 0 25 Apr 2024
Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems Zhaoxing Li Jujie Yang Jindi Wang Lei Shi Sebastian Stein 21 2 0 24 Apr 2024
Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing Shanshan Wang Ying Hu Xun Yang Zhongzhou Zhang Keyang Wang Xingyi Zhang AI4Ed 24 0 0 18 Apr 2024
Deep Learning for Educational Data Science Juan D. Pinto Luc Paquette 46 3 0 12 Apr 2024
A Survey of Explainable Knowledge Tracing Yanhong Bai Jiabao Zhao Tingjiang Wei Qing Cai Liang He 32 4 0 12 Mar 2024
Predicting Learning Performance with Large Language Models: A Study in Adult Literacy Liang Zhang Jionghao Lin Conrad Borchers John Sabatini John Hollander Meng Cao Xiangen Hu 36 8 0 04 Mar 2024
Towards Modeling Learner Performance with Large Language Models Seyed Parsa Neshaei Richard Lee Davis Adam Hazimeh Bojan Lazarevski Pierre Dillenbourg Tanja Kaser AI4Ed 38 5 0 29 Feb 2024
A Review of Data Mining in Personalized Education: Current Trends and Future Prospects Zhang Xiong Haoxuan Li Zhuang Liu Zhuofan Chen Hao Zhou Wenge Rong Y. Ouyang 23 4 0 27 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 42 20 0 02 Feb 2024
Prerequisite Structure Discovery in Intelligent Tutoring Systems Louis Annabi Sao Mai Nguyen AI4Ed 14 0 0 18 Jan 2024
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency E. Zelikman Wanjing Anya Ma Jasmine E. Tran Diyi Yang Jason D. Yeatman Nick Haber AI4Ed 17 9 0 10 Oct 2023
Forgetting-aware Linear Bias for Attentive Knowledge Tracing Y. Im Eunseong Choi Hee-Sun Kook Jongwuk Lee KELM HAI CLL 9 15 0 26 Sep 2023
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing C. Cui Hebo Ma C. Zhang Chunyun Zhang Yumo Yao Meng Chen Yuling Ma KELM 27 1 0 15 Aug 2023
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths Moyu Zhang Xinning Zhu Chun-Xiao Zhang Feng Pan Wenchen Qian Hui Zhao 19 3 0 07 Aug 2023
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts Moyu Zhang Xinning Zhu Chun-Xiao Zhang Wenchen Qian Feng Pan Hui Zhao OffRL 11 8 0 07 Aug 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang W. Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 25 37 0 22 May 2023
Adaptive Learning Path Navigation Based on Knowledge Tracing and Reinforcement Learning Jyun-Yi Chen Saeed Saeedvand I-Wei Lai 11 2 0 08 May 2023
Multi-granulariy Time-based Transformer for Knowledge Tracing Tong Zhou AI4Ed 16 8 0 11 Apr 2023
Attentive Q-Matrix Learning for Knowledge Tracing Zhongfeng Jia Wei Su Jiamin Liu Wenli Yue AI4Ed 14 1 0 06 Apr 2023
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs Jifan Yu Mengyin Lu Qingyang Zhong Zijun Yao Shangqing Tu ... Manli Li Lei Hou Haitao Zheng Juanzi Li Jie Tang AI4Ed 11 13 0 05 Apr 2023
Proactive and Reactive Engagement of Artificial Intelligence Methods for Education: A Review Sruti Mallik Ahana Gangopadhyay 11 38 0 23 Jan 2023
DBE-KT22: A Knowledge Tracing Dataset Based on Online Student Evaluation Ghodai M. Abdelrahman Sherif M. Abdelfattah Qing Wang Yu Lin AI4Ed 17 3 0 19 Aug 2022
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Jiliang Tang Weiqing Luo AI4Ed 11 47 0 23 Jun 2022
A Survey of Knowledge Tracing: Models, Variants, and Applications Shuanghong Shen Qi Liu Zhenya Huang Yonghe Zheng Minghao Yin Minjuan Wang Enhong Chen KELM AI4Ed 20 31 0 06 May 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,257 0 16 Jan 2013