Title
MathEDU: Towards Adaptive Feedback for Student Mathematical Problem-Solving Wei-Ling Hsu Yu-Chien Tang An-Zi Yen 246 0 0 23 May 2025
Personalized Student Knowledge Modeling for Future Learning Resource Prediction Soroush Hashemifar Sherry Sahebi AI4Ed 222 0 0 20 May 2025
Automated Identification of Logical Errors in Programs: Advancing Scalable Analysis of Student Misconceptions Muntasir Hoq Ananya Rao Reisha Jaishankar Krish Piryani Nithya Janapati Jessica Vandenberg Bradford Mott Narges Norouzi James Lester Bita Akram 69 0 0 16 May 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen AI4Ed 98 7 0 04 Mar 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 122 1 0 17 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education Yanhao Jia Xinyi Wu Hao Li Qinglin Zhang Yuxiao Hu Shuai Zhao Wenqi Fan 174 5 0 09 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 135 1 0 04 Feb 2025
Sparse Binary Representation Learning for Knowledge Tracing Yahya Badran Christine Preisach 77 0 0 20 Jan 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 126 2 0 02 Oct 2024
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement Soonwook Park Donghoon Lee Hogun Park AI4Ed 49 2 0 23 Aug 2024
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications Sribala Vidyadhari Chinta Zichong Wang Zhipeng Yin Nhat Hoang Matthew Gonzalez Tai Le Quy Wenbin Zhang 79 26 0 26 Jul 2024
Dual-State Personalized Knowledge Tracing with Emotional Incorporation Shanshan Wang Fangzheng Yuan Keyang Wang Xun Yang Xingyi Zhang Meng Wang AI4Ed 46 1 0 27 May 2024
Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems Zhaoxing Li Jujie Yang Jindi Wang Lei Shi Sebastian Stein 83 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 59 1 0 18 Apr 2024
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems Shuo Liu Junhao Shen Hong Qian Aimin Zhou AI4Ed 77 24 0 17 Apr 2024
Survey of Computerized Adaptive Testing: A Machine Learning Perspective Qi Liu Zhuang Yan Haoyang Bi Zhenya Huang Weizhe Huang ... Z. Pardos Haiping Ma Mengxiao Zhu Shijin Wang Enhong Chen AI4Ed 92 10 0 31 Mar 2024
EduAgent: Generative Student Agents in Learning Songlin Xu Xinyu Zhang Lianhui Qin LLMAG 112 13 0 23 Mar 2024
A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models Hengyuan Zhang Zitao Liu Chenming Shang Dawei Li Yong Jiang AI4Ed 120 8 0 12 Mar 2024
Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning Hengyuan Zhang Zitao Liu Shuyan Huang Chenming Shang Bojun Zhan Yong Jiang 99 4 0 11 Mar 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 86 6 0 27 Feb 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 28 5 0 19 Feb 2024
A Toolbox for Modelling Engagement with Educational Videos Yuxiang Qiu Karim Djemili Denis Elezi Aaneel Shalman Maria Perez-Ortiz Emine Yilmaz John Shawe-Taylor Sahan Bulathwela 113 2 0 30 Dec 2023
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction Unggi Lee Sungjun Yoon Joon Seo Yun Kyoungsoo Park YoungHoon Jung Damji Stratton Hyeoncheol Kim 70 9 0 19 Dec 2023
Knowledge Tracing Challenge: Optimal Activity Sequencing for Students Yann Hicke 56 1 0 13 Nov 2023
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing Shangshang Yang Xiaoshan Yu Ye Tian Xueming Yan Haiping Ma Xingyi Zhang ViT KELM AI4Ed 39 2 0 02 Oct 2023
Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing Moyu Zhang Xinning Zhu Chun-Xiao Zhang Feng Pan Wenchen Qian Hui Zhao 52 1 0 03 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 61 2 0 15 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 70 9 0 07 Aug 2023
Multi-granulariy Time-based Transformer for Knowledge Tracing Tong Zhou AI4Ed 65 9 0 11 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 70 14 0 05 Apr 2023
Transition-Aware Multi-Activity Knowledge Tracing Siqian Zhao Chunpai Wang Shaghayegh Sherry Sahebi AI4Ed 29 5 0 26 Jan 2023
HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing Fucai Ke Weiqing Wang Weicong Tan Lan Du Yuan Jin Yujin Huang Hongzhi Yin AI4Ed 71 25 0 23 Dec 2022
Differentiating Student Feedbacks for Knowledge Tracing Jiajun Cui Wei Zhang Chanjin Zheng Lu Wang Mo Yu Wei Zhang AI4Ed 94 0 0 16 Dec 2022
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing C. Cui Yumo Yao Chunyun Zhang Hebo Ma Yuling Ma Zhaochun Ren Chen Zhang James Ko AI4Ed 105 34 0 23 Nov 2022
Prerequisite-driven Q-matrix Refinement for Learner Knowledge Assessment: A Case Study in Online Learning Context Wenbin Gan Y. Sun AI4Ed 21 2 0 24 Aug 2022
MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing Unggi Lee Yonghyun Park Yujin Kim S. Choi Hyeoncheol Kim 60 7 0 19 Aug 2022
DBE-KT22: A Knowledge Tracing Dataset Based on Online Student Evaluation Ghodai M. Abdelrahman Sherif M. Abdelfattah Qing Wang Yu Lin AI4Ed 136 3 0 19 Aug 2022
On Label Granularity and Object Localization Elijah Cole Kimberly Wilber Grant Van Horn Xuan S. Yang Marco Fornoni Pietro Perona Serge Belongie Andrew G. Howard Oisin Mac Aodha WSOL 84 13 0 20 Jul 2022
Can Population-based Engagement Improve Personalisation? A Novel Dataset and Experiments Sahan Bulathwela Meghana Verma Maria Perez-Ortiz Emine Yilmaz John Shawe-Taylor 126 3 0 22 Jun 2022
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks Yang Shi Min Chi Tiffany Barnes T. Price AI4Ed 85 26 0 07 Jun 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering Yoonseok Yang Kyu Seok Kim Minsam Kim Juneyoung Park VLM 52 8 0 08 Apr 2022
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment Suyeong An JungHoon Kim Minsam Kim Juneyoung Park AI4Ed 97 15 0 08 Apr 2022
Personal Knowledge Graphs: Use Cases in e-learning Platforms Eleni Ilkou AI4Ed 15 13 0 16 Mar 2022
GPT-based Open-Ended Knowledge Tracing Naiming Liu Zichao Wang Richard G. Baraniuk Andrew Lan AI4Ed 57 4 0 21 Feb 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 117 215 0 08 Jan 2022
Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability Sami Sarsa Juho Leinonen Arto Hellas 50 13 0 30 Dec 2021
Pedagogical Word Recommendation: A novel task and dataset on personalized vocabulary acquisition for L2 learners Jamin Shin Juneyoung Park AI4Ed 62 2 0 27 Dec 2021
Diagnostic Assessment Generation via Combinatorial Search D. Kim Hyeonseong Choi Guik Jung AI4Ed 20 0 0 06 Dec 2021
Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution Sahan Bulathwela Maria Perez-Ortiz C. Holloway John Shawe-Taylor 95 21 0 03 Dec 2021
Interpreting Deep Knowledge Tracing Model on EdNet Dataset De-Wu Wang Yu Lu Qinggang Meng Penghe Chen 129 0 0 31 Oct 2021