EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction

7 June 2019

Qi Liu

Enhong Chen

Papers citing "EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction"

26 / 26 papers shown

Title
am-ELO: A Stable Framework for Arena-based LLM Evaluation Zirui Liu Jiatong Li Yan Zhuang Q. Liu Shuanghong Shen Jie Ouyang Mingyue Cheng Shijin Wang 32 0 0 06 May 2025
AAKT: Enhancing Knowledge Tracing with Alternate Autoregressive Modeling Hao Zhou Wenge Rong Jianfei Zhang Qing Sun Y. Ouyang Zhang Xiong AI4Ed KELM 47 0 0 17 Feb 2025
Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis Shuo Liu Zihan Zhou Yuanhao Liu Jing Zhang Hong Qian AI4Ed 69 1 0 18 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 Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments Yuanhao Liu Shuo Liu Yimeng Liu Jingwen Yang Hong Qian AI4Ed 36 0 0 19 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
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 26 1 0 31 Aug 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
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 40 20 0 02 Feb 2024
Multi-granulariy Time-based Transformer for Knowledge Tracing Tong Zhou AI4Ed 14 8 0 11 Apr 2023
Enhancing Deep Knowledge Tracing with Auxiliary Tasks Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Boyu Gao Weiqing Luo Jian Weng AI4Ed 11 43 0 14 Feb 2023
Augmenting Interpretable Knowledge Tracing by Ability Attribute and Attention Mechanism Yuqi Yue Xiao-qian Sun Weidong Ji Zengxiang Yin Chenghong Sun 9 0 0 04 Feb 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 16 19 0 23 Dec 2022
Differentiating Student Feedbacks for Knowledge Tracing Jiajun Cui Wei Zhang Chanjin Zheng Lu Wang Mo Yu Wei Zhang AI4Ed 29 0 0 16 Dec 2022
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks Yang Shi Min Chi Tiffany Barnes T. Price AI4Ed 37 23 0 07 Jun 2022
GPT-based Open-Ended Knowledge Tracing Naiming Liu Zichao Wang Richard G. Baraniuk Andrew S. Lan AI4Ed 27 3 0 21 Feb 2022
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing Xiangyu Song Jianxin Li Qiuyu Lei Wei-Ye Zhao Yunliang Chen Ajmal Saeed Mian AI4Ed 12 174 0 22 Jan 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 10 192 0 08 Jan 2022
Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems Sahan Bulathwela Maria Perez-Ortiz Emine Yilmaz John Shawe-Taylor 8 4 0 08 Dec 2021
Explainable Student Performance Prediction With Personalized Attention for Explaining Why A Student Fails Kun Niu Xipeng Cao Yicong Yu 7 2 0 15 Oct 2021
Assessing the Performance of Online Students -- New Data, New Approaches, Improved Accuracy Robin Schmucker Jingbo Wang Shijia Hu Tom Mitchell 19 12 0 04 Sep 2021
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation Lei Chen Le Wu Kun Zhang Richang Hong Meng Wang BDL CML 13 16 0 16 May 2021
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction Dongmin Shin Yugeun Shim Hangyeol Yu Seewoo Lee Byungsoo Kim Youngduck Choi 14 141 0 19 Oct 2020
R2DE: a NLP approach to estimating IRT parameters of newly generated questions Luca Benedetto Andrea Cappelli R. Turrin Paolo Cremonesi 18 37 0 21 Jan 2020
Deep Technology Tracing for High-tech Companies Han Wu Kun Zhang Guangyi Lv Qi Liu Runlong Yu Weihao Zhao Enhong Chen Jianhui Ma 26 14 0 02 Jan 2020
Neural Cognitive Diagnosis for Intelligent Education Systems Fei-Yue Wang Qi Liu Enhong Chen Zhenya Huang Yuying Chen Yu Yin Zai Huang Shijin Wang AI4Ed 11 225 0 23 Aug 2019