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1907.06837
Cited By
A Self-Attentive model for Knowledge Tracing
Educational Data Mining (EDM), 2019
16 July 2019
Shalini Pandey
George Karypis
AI4Ed
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Papers citing
"A Self-Attentive model for Knowledge Tracing"
50 / 139 papers shown
Tracing Mathematical Proficiency Through Problem-Solving Processes
J. S. Park
Suho Kang
J. S. Park
Jaehong Kim
Jaewoo Shin
Seonjoon Park
Youngjae Yu
AI4Ed
190
0
0
29 Nov 2025
Adaptive Knowledge Transfer for Cross-Disciplinary Cold-Start Knowledge Tracing
Yulong Deng
Zheng Guan
Min He
Xue Wang
Jie Liu
Zheng Li
105
0
0
25 Nov 2025
HISE-KT: Synergizing Heterogeneous Information Networks and LLMs for Explainable Knowledge Tracing with Meta-Path Optimization
Zhiyi Duan
Zixing Shi
Hongyu Yuan
Qi Wang
120
0
0
19 Nov 2025
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
Leonie Bossemeyer
Samuel Heinrich
Grant Van Horn
Oisin Mac Aodha
100
0
0
11 Nov 2025
Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour
Max Norris
Kobi Gal
Sahan Bulathwela
AI4Ed
219
0
0
04 Nov 2025
Investigating the Robustness of Knowledge Tracing Models in the Presence of Student Concept Drift
Morgan Lee
Artem Frenk
Eamon Worden
Karish Gupta
Thinh Pham
Ethan Croteau
Neil T. Heffernan
AI4Ed
KELM
390
0
0
01 Nov 2025
Uncertainty-Aware Knowledge Tracing Models
Joshua Mitton
Prarthana Bhattacharyya
Ralph Abboud
Simon Woodhead
83
0
0
25 Sep 2025
AlignKT: Explicitly Modeling Knowledge State for Knowledge Tracing with Ideal State Alignment
Jing Xiao
Chang You
Zhiyu Chen
72
0
0
14 Sep 2025
Constructing a Question-Answering Simulator through the Distillation of LLMs
Haipeng Liu
Ting Long
Jing Fu
92
0
0
11 Sep 2025
Detecting Struggling Student Programmers using Proficiency Taxonomies
Noga Schwartz
Roy Fairstein
A. Segal
Kobi Gal
61
0
0
24 Aug 2025
Enhancing Knowledge Tracing through Leakage-Free and Recency-Aware Embeddings
Yahya Badran
Christine Preisach
KELM
76
0
0
23 Aug 2025
Representation Learning of Auxiliary Concepts for Improved Student Modeling and Exercise Recommendation
Yahya Badran
Christine Preisach
AI4Ed
261
0
0
22 Aug 2025
Cognitive Structure Generation: From Educational Priors to Policy Optimization
Hengnian Gu
Zhifu Chen
Yuxin Chen
Jin Peng Zhou
Dongdai Zhou
DiffM
155
0
0
18 Aug 2025
Advancing Knowledge Tracing by Exploring Follow-up Performance Trends
Hengyu Liu
Yushuai Li
Minghe Yu
Tiancheng Zhang
Ge Yu
Torben Bach Pedersen
Kristian Torp
Christian S. Jensen
Tianyi Li
AI4Ed
352
0
0
11 Aug 2025
MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing
Mingrong Lin
Ke Deng
Zhengyang Wu
Zetao Zheng
Jie Li
KELM
AI4Ed
233
1
0
11 Aug 2025
Efficient Knowledge Tracing Leveraging Higher-Order Information in Integrated Graphs
Donghee Han
Daehee Kim
Minjun Lee
Daeyoung Roh
Keejun Han
Mun Yi
AI4Ed
193
0
0
24 Jul 2025
Language Bottleneck Models: A Framework for Interpretable Knowledge Tracing and Beyond
Antonin Berthon
M. Schaar
143
2
0
20 Jun 2025
A Hierarchical Probabilistic Framework for Incremental Knowledge Tracing in Classroom Settings
Xinyi Gao
Qiucheng Wu
Yang Zhang
Xuechen Liu
Kaizhi Qian
Ying Xu
Shiyu Chang
AI4Ed
234
0
0
11 Jun 2025
Dynamic Programming Techniques for Enhancing Cognitive Representation in Knowledge Tracing
Lixiang Xu
Xianwei Ding
Xin Yuan
Richang Hong
Feiping Nie
Enhong Chen
Philip S. Yu
AI4Ed
396
0
0
03 Jun 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
399
7
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
249
1
0
23 May 2025
Survey of Loss Augmented Knowledge Tracing
Altun Shukurlu
194
0
0
21 Apr 2025
RouterKT: Mixture-of-Experts for Knowledge Tracing
Han Liao
Shuaishuai Zu
388
1
0
11 Apr 2025
AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing
Lingyue Fu
Ting Long
Jianghao Lin
Wei Xia
Xinyi Dai
Ruiming Tang
Yun Wang
Weinan Zhang
Yong Yu
OffRL
275
0
0
07 Apr 2025
Improving Question Embeddings with Cognitive Representation Optimization for Knowledge Tracing
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2025
Lixiang Xu
Xianwei Ding
Xin Yuan
Liang Luo
Lu Bai
Enhong Chen
Philip S. Yu
Y. Tang
AI4Ed
199
1
0
05 Apr 2025
Generative Data Imputation for Sparse Learner Performance Data Using Generative Adversarial Imputation Networks
Liang Zhang
Jionghao Lin
John Sabatini
Diego Zapata-Rivera
Carol Forsyth
Yang Jiang
John Hollander
Xiangen Hu
Arthur C. Graesser
313
0
0
23 Mar 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias
The Web Conference (WWW), 2025
Yiyun Zhou
Zheqi Lv
Shengyu Zhang
Jingyuan Chen
AI4Ed
267
14
0
04 Mar 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
434
0
0
27 Feb 2025
Automated Knowledge Component Generation for Interpretable Knowledge Tracing in Coding Problems
Zhangqi Duan
Nigel Fernandez
Sri Kanakadandi
Mohammad Hassany
Rafaella Sampaio de Alencar
Peter Brusilovsky
Bita Akram
Andrew Lan
396
2
0
25 Feb 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling
IEEE Transactions on Learning Technologies (IEEE TLT), 2025
Hao Zhou
Wenge Rong
Jianfei Zhang
Qing Sun
Y. Ouyang
Zhang Xiong
AI4Ed
KELM
253
6
0
17 Feb 2025
Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method
Shubham Kose
Jin Wei-Kocsis
AI4Ed
157
0
0
09 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
185
0
0
02 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
Yilmazcan Ozyurt
Stefan Feuerriegel
Mrinmaya Sachan
AI4Ed
342
8
0
02 Oct 2024
Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information
Educational Data Mining (EDM), 2024
Hyeongdon Moon
Richard Lee Davis
Seyed Parsa Neshaei
Pierre Dillenbourg
AI4Ed
331
3
0
30 Sep 2024
Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks
International Conference on Learning Analytics and Knowledge (LAK), 2024
Zhangqi Duan
Nigel Fernandez
Alexander Hicks
Andrew Lan
AI4Ed
259
7
0
28 Sep 2024
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI
IEEE Transactions on Learning Technologies (IEEE TLT), 2024
Liang Zhang
Jionghao Lin
John Sabatini
Conrad Borchers
Daniel Weitekamp
Meng Cao
John Hollander
Xiangen Hu
Arthur C. Graesser
353
5
0
24 Sep 2024
Temporal Graph Memory Networks For Knowledge Tracing
Seif Gad
Sherif M. Abdelfattah
Ghodai M. Abdelrahman
AI4Ed
176
1
0
23 Sep 2024
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
252
2
0
31 Aug 2024
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement
Knowledge-Based Systems (KBS), 2024
Soonwook Park
Donghoon Lee
Hogun Park
AI4Ed
162
8
0
23 Aug 2024
Generative Adversarial Networks for Imputing Sparse Learning Performance
Liang Zhang
Mohammed Yeasin
Jionghao Lin
Felix Havugimana
Xiangen Hu
206
4
0
26 Jul 2024
Towards Robust Knowledge Tracing Models via k-Sparse Attention
Shuyan Huang
Zitao Liu
Xiangyu Zhao
Weiqing Luo
Jian Weng
AI4Ed
207
43
0
24 Jul 2024
Uncertainty-preserving deep knowledge tracing with state-space models
S. T. Christie
Carson Cook
Anna N. Rafferty
144
1
0
09 Jul 2024
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model
Lingyue Fu
Hao Guan
Kounianhua Du
Jianghao Lin
Wei Xia
Weinan Zhang
Ruiming Tang
Yasheng Wang
Yong Yu
AI4Ed
KELM
RALM
361
23
0
01 Jul 2024
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes
Xiaoshan Yu
Chuan Qin
Dazhong Shen
Shangshang Yang
Haiping Ma
Hengshu Zhu
Xingyi Zhang
AI4Ed
195
13
0
18 Jun 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
250
17
0
13 Jun 2024
Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing
Knowledge Discovery and Data Mining (KDD), 2024
Jiajun Cui
Hong Qian
Bo Jiang
Wei Zhang
AI4Ed
187
12
0
07 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
278
23
0
05 Jun 2024
Dual-State Personalized Knowledge Tracing with Emotional Incorporation
Shanshan Wang
Fangzheng Yuan
Keyang Wang
Xun Yang
Xingyi Zhang
Meng Wang
AI4Ed
159
5
0
27 May 2024
Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model
Yang Cao
Wei Zhang
Mamba
234
8
0
26 May 2024
Explainable Few-shot Knowledge Tracing
Haoxuan Li
Jifan Yu
Y. Ouyang
Zhuang Liu
Wenge Rong
Juan-Zi Li
Zhang Xiong
223
10
0
23 May 2024
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