GIKT: A Graph-based Interaction Model for Knowledge Tracing

GIKT: A Graph-based Interaction Model for Knowledge Tracing

13 September 2020

Yunfei Liu

Yong Yu

Papers citing "GIKT: A Graph-based Interaction Model for Knowledge Tracing"

13 / 13 papers shown

Title
Temporal Graph Memory Networks For Knowledge Tracing Seif Gad Sherif M. Abdelfattah Ghodai M. Abdelrahman AI4Ed 26 0 0 23 Sep 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 42 5 0 01 Jul 2024
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
DAGKT: Difficulty and Attempts Boosted Graph-based Knowledge Tracing Rui Luo Fei-Tsung Liu Wen-yao Liang Yuhong Zhang Chenyang Bu Xuegang Hu AI4Ed 21 6 0 18 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
GPT-based Open-Ended Knowledge Tracing Naiming Liu Zichao Wang Richard G. Baraniuk Andrew Lan AI4Ed 32 3 0 21 Feb 2022
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing Xiangyu Song Jianxin Li Qiuyu Lei Wei Zhao Yunliang Chen Ajmal Mian AI4Ed 27 174 0 22 Jan 2022
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 29 193 0 08 Jan 2022
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