Context-Aware Attentive Knowledge Tracing

24 July 2020

Papers citing "Context-Aware Attentive Knowledge Tracing"

50 / 101 papers shown

Title
A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining Y. Lin Hong Chen Wei Xia F. Lin Zongyue Wang Yong Li AI4Ed 37 8 0 09 Sep 2023
Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing Moyu Zhang Xinning Zhu Chun-Xiao Zhang Feng Pan Wenchen Qian Hui Zhao 18 0 0 03 Sep 2023
Deep Knowledge Tracing is an implicit dynamic multidimensional item response theory model Jill-Jênn Vie Hisashi Kashima AI4Ed 22 0 0 18 Aug 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 41 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 21 8 0 07 Aug 2023
A Conceptual Model for End-to-End Causal Discovery in Knowledge Tracing Nischal Ashok Kumar Wanyong Feng Jaewook Lee Hunter McNichols Aritra Ghosh Andrew S. Lan 20 0 0 11 May 2023
SmartPhone: Exploring Keyword Mnemonic with Auto-generated Verbal and Visual Cues Jaewook Lee Andrew S. Lan 13 9 0 11 May 2023
Adaptive Learning Path Navigation Based on Knowledge Tracing and Reinforcement Learning Jyun-Yi Chen Saeed Saeedvand I-Wei Lai 24 2 0 08 May 2023
Multi-granulariy Time-based Transformer for Knowledge Tracing Tong Zhou AI4Ed 27 8 0 11 Apr 2023
Attentive Q-Matrix Learning for Knowledge Tracing Zhongfeng Jia Wei Su Jiamin Liu Wenli Yue AI4Ed 24 1 0 06 Apr 2023
Quiz-based Knowledge Tracing Shuanghong Shen Enhong Chen Bihan Xu Qi Liu Zhenya Huang Linbo Zhu Yu Su AI4Ed 21 3 0 05 Apr 2023
A Probabilistic Generative Model for Tracking Multi-Knowledge Concept Mastery Probability Hengyu Liu Tiancheng Zhang Fan Li Minghe Yu Gensitskiy Yu. 19 9 0 17 Feb 2023
Enhancing Deep Knowledge Tracing with Auxiliary Tasks Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Boyu Gao Weiqing Luo Jian Weng AI4Ed 33 45 0 14 Feb 2023
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations Jiahao Chen Zitao Liu Shuyan Huang Qiongqiong Liu Weiqing Luo AI4Ed 33 41 0 14 Feb 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Weiqing Luo AI4Ed 21 38 0 14 Feb 2023
Transition-Aware Multi-Activity Knowledge Tracing Siqian Zhao Chunpai Wang Shaghayegh Sherry Sahebi AI4Ed 19 5 0 26 Jan 2023
Proactive and Reactive Engagement of Artificial Intelligence Methods for Education: A Review Sruti Mallik Ahana Gangopadhyay 19 38 0 23 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 27 20 0 23 Dec 2022
Differentiating Student Feedbacks for Knowledge Tracing Jiajun Cui Wei Zhang Chanjin Zheng Lu Wang Mo Yu Wei Zhang AI4Ed 39 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 Z. Ren Chen Zhang James Ko AI4Ed 33 26 0 23 Nov 2022
SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction Jungbae Park Jinyoung Kim Soonwoo Kwon Sang Wan Lee 18 1 0 07 Oct 2022
Knowledge Tracing for Complex Problem Solving: Granular Rank-Based Tensor Factorization Chunpai Wang Shaghayegh Sherry Sahebi Siqian Zhao Peter Brusilovsky Laura O. Moraes AI4Ed 15 13 0 06 Oct 2022
Prerequisite-driven Q-matrix Refinement for Learner Knowledge Assessment: A Case Study in Online Learning Context Wenbin Gan Y. Sun AI4Ed 19 2 0 24 Aug 2022
MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing Unggi Lee Yonghyun Park Yujin Kim S. Choi Hyeoncheol Kim 24 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 27 3 0 19 Aug 2022
UIILD: A Unified Interpretable Intelligent Learning Diagnosis Framework for Intelligent Tutoring Systems Zhifeng Wang Wen-Long Yan Chunyan Zeng Shi Dong AI4Ed 16 0 0 07 Jul 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 21 48 0 23 Jun 2022
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks Yang Shi Min Chi Tiffany Barnes T. Price AI4Ed 37 24 0 07 Jun 2022
GPT-based Open-Ended Knowledge Tracing Naiming Liu Zichao Wang Richard G. Baraniuk Andrew S. Lan AI4Ed 32 3 0 21 Feb 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 29 193 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 21 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 22 2 0 27 Dec 2021
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations Sein Minn Jill-Jênn Vie Koh Takeuchi H. Kashima Feida Zhu AI4Ed 36 30 0 15 Dec 2021
Programming Knowledge Tracing: A Comprehensive Dataset and A New Model Renyu Zhu Dongxiang Zhang Chengcheng Han Ming Gao Xuesong Lu Weining Qian Aoying Zhou 27 13 0 11 Dec 2021
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing Xinyi Ding Tao Han Yili Fang Eric C. Larson 45 6 0 08 Nov 2021
Assessing the Performance of Online Students -- New Data, New Approaches, Improved Accuracy Robin Schmucker Jingbo Wang Shijia Hu Tom Mitchell 29 12 0 04 Sep 2021
Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing Ghodai M. Abdelrahman Qing Wang KELM AI4Ed 30 44 0 18 Aug 2021
Multi-Factors Aware Dual-Attentional Knowledge Tracing Moyu Zhang Xinning Zhu Chunhong Zhang Yang Ji Feng Pan Changchuan Yin AI4Ed 23 45 0 10 Aug 2021
Enhancing Knowledge Tracing via Adversarial Training Xiaopeng Guo Zhijie Huang Jie Gao Mingyu Shang Maojing Shu Jun Sun AAML 14 56 0 10 Aug 2021
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction Byungsoo Kim Hangyeol Yu Dongmin Shin Youngduck Choi 14 1 0 28 Jun 2021
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 28 31 0 06 May 2021
LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences Yuhao Zhou Xihua Li Yunbo Cao Xuemin Zhao Qing Ye Jiancheng Lv AI4Ed 19 9 0 21 Apr 2021
Option Tracing: Beyond Correctness Analysis in Knowledge Tracing Aritra Ghosh Jay Raspat Andrew S. Lan 24 17 0 19 Apr 2021
Results and Insights from Diagnostic Questions: The NeurIPS 2020 Education Challenge Zichao Wang A. Lamb Evgeny S. Saveliev Pashmina Cameron Yordan Zaykov ... Richard G. Baraniuk Craig Barton Simon L. Peyton Jones Simon Woodhead Cheng Zhang AI4Ed 29 21 0 08 Apr 2021
Last Query Transformer RNN for knowledge tracing SeungKee Jeon RALM 13 7 0 10 Feb 2021
Personalized Education in the AI Era: What to Expect Next? S. Maghsudi Andrew S. Lan Jie Xu Mihaela van der Schaar 27 130 0 19 Jan 2021
Explainable Knowledge Tracing Models for Big Data: Is Ensembling an Answer? Tirth Shah Lukas Olson A.D. Sharma Nirmal Patel 22 3 0 10 Nov 2020
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction Dongmin Shin Yugeun Shim Hangyeol Yu Seewoo Lee Byungsoo Kim Youngduck Choi 22 142 0 19 Oct 2020
AI-Driven Interface Design for Intelligent Tutoring System Improves Student Engagement Byungsoo Kim H.J. Terry Suh Jaewe Heo Youngduck Choi 17 6 0 18 Sep 2020