Context-Aware Attentive Knowledge Tracing

24 July 2020

Papers citing "Context-Aware Attentive Knowledge Tracing"

50 / 101 papers shown

Title
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer Wenkang Han Wang Lin Liya Hu Zhenlong Dai Yiyun Zhou Mengze Li Zemin Liu Chang Yao Jingyuan Chen AI4Ed 20 0 0 14 May 2025
Improving Deep Knowledge Tracing via Gated Architectures and Adaptive Optimization Altun Shukurlu 32 0 0 24 Apr 2025
Survey of Loss Augmented Knowledge Tracing Altun Shukurlu 35 0 0 21 Apr 2025
RouterKT: Mixture-of-Experts for Knowledge Tracing Han Liao Shuaishuai Zu 43 0 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 Yishuo Wang Wenbo Zhang Yong Yu OffRL 42 0 0 07 Apr 2025
Improving Question Embeddings with Cognitiv Representation Optimization for Knowledge Tracing Lixiang Xu Xianwei Ding Xin Yuan Zihan Wang Lu Bai Enhong Chen Philip S. Yu Y. Tang AI4Ed 35 0 0 05 Apr 2025
Training LLM-based Tutors to Improve Student Learning Outcomes in Dialogues Alexander Scarlatos Naiming Liu Jaewook Lee Richard Baraniuk Andrew S. Lan 52 1 0 09 Mar 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias Yiyun Zhou Zheqi Lv Shengyu Zhang Jingyuan Chen AI4Ed 48 1 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 Yue Zhou AI4Ed 89 0 0 27 Feb 2025
Automated Knowledge Component Generation and Knowledge Tracing for Coding Problems Zhangqi Duan Nigel Fernandez Sri Kanakadandi Bita Akram Andrew S. Lan 67 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 54 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
Sparse Binary Representation Learning for Knowledge Tracing Yahya Badran Christine Preisach 52 0 0 20 Jan 2025
Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method Shubham Kose Jin Wei-Kocsis AI4Ed 34 0 0 09 Jan 2025
A Pre-Trained Graph-Based Model for Adaptive Sequencing of Educational Documents Jean Vassoyan Anan Schütt Jill-Jênn Vie Arun-Balajiee Lekshmi-Narayanan Elisabeth André Nicolas Vayatis AI4Ed 74 0 0 18 Nov 2024
Beyond Right and Wrong: Mitigating Cold Start in Knowledge Tracing Using Large Language Model and Option Weight JongWoo Kim SeongYeub Chu Bryan Wong Mun Yi AI4Ed 22 0 0 14 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 52 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 38 2 0 28 Sep 2024
Exploring Knowledge Tracing in Tutor-Student Dialogues Alexander Scarlatos Andrew S. Lan AI4Ed 37 7 0 24 Sep 2024
Temporal Graph Memory Networks For Knowledge Tracing Seif Gad Sherif M. Abdelfattah Ghodai M. Abdelrahman AI4Ed 26 0 0 23 Sep 2024
Personalized Knowledge Tracing through Student Representation Reconstruction and Class Imbalance Mitigation Zhiyu Chen Wei Ji Jing Xiao Zitao Liu AI4Ed 25 0 0 10 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 39 1 0 31 Aug 2024
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement Soonwook Park Donghoon Lee Hogun Park AI4Ed 27 1 0 23 Aug 2024
DyGKT: Dynamic Graph Learning for Knowledge Tracing Ke Cheng Linzhi Peng Pengyang Wang Junchen Ye Leilei Sun Bowen Du AI4Ed 21 1 0 30 Jul 2024
Towards Robust Knowledge Tracing Models via k-Sparse Attention Shuyan Huang Zitao Liu Xiangyu Zhao Weiqing Luo Jian Weng AI4Ed 27 21 0 24 Jul 2024
Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention Yuquan Xie Wanqi Yang Jinyu Wei Ming Yang Yang Gao AI4Ed 52 1 0 02 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 18 4 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 34 5 0 13 Jun 2024
Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing Jiajun Cui Hong Qian Bo Jiang Wei Zhang AI4Ed 23 3 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 26 8 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 26 0 0 27 May 2024
Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model Yang Cao Wei Zhang Mamba 41 4 0 26 May 2024
Explainable Few-shot Knowledge Tracing Haoxuan Li Jifan Yu Y. Ouyang Zhuang Liu Wenge Rong Juan-Zi Li Zhang Xiong 43 1 0 23 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 26 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 50 3 0 12 Apr 2024
Predictive, scalable and interpretable knowledge tracing on structured domains Hanqi Zhou Robert Bamler Charley M. Wu Álvaro Tejero-Cantero AI4Ed 20 7 0 19 Mar 2024
Inducing Individual Students' Learning Strategies through Homomorphic POMDPs Huifan Gao Yifeng Zeng Yinghui Pan 11 0 0 16 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 52 8 0 12 Mar 2024
A Survey of Explainable Knowledge Tracing Yanhong Bai Jiabao Zhao Tingjiang Wei Qing Cai Liang He 38 4 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 45 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 35 5 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 53 22 0 02 Feb 2024
Analysis of Knowledge Tracing performance on synthesised student data Panagiotis Pagonis Kai Hartung Di Wu Munir Georges Sören Gröttrup 11 0 0 30 Jan 2024
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 27 6 0 19 Dec 2023
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning Jiajun Cui Minghe Yu Bo Jiang Aimin Zhou Jianyong Wang Wei Zhang 39 3 0 01 Dec 2023
Knowledge Tracing Challenge: Optimal Activity Sequencing for Students Yann Hicke 17 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 24 2 0 02 Oct 2023
Forgetting-aware Linear Bias for Attentive Knowledge Tracing Y. Im Eunseong Choi Hee-Sun Kook Jongwuk Lee KELM HAI CLL 22 15 0 26 Sep 2023