Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization

6 June 2018

Papers citing "Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization"

17 / 17 papers shown

Title
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
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
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 52 1 0 02 Oct 2024
Enhancing Knowledge Tracing with Concept Map and Response Disentanglement Soonwook Park Donghoon Lee Hogun Park AI4Ed 27 1 0 23 Aug 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
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
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 30 13 0 05 Apr 2023
Enhancing Deep Knowledge Tracing with Auxiliary Tasks Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Boyu Gao Weiqing Luo Jian Weng AI4Ed 30 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 30 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
Knowledge Tracing: A Survey Ghodai M. Abdelrahman Qing Wang B. Nunes AI4Ed 26 193 0 08 Jan 2022
Context-Aware Attentive Knowledge Tracing Aritra Ghosh Neil T. Heffernan Andrew S. Lan AI4Ed HAI 13 363 0 24 Jul 2020
Towards Interpretable Deep Learning Models for Knowledge Tracing Yu Lu De-Wu Wang Qinggang Meng Penghe Chen 25 36 0 13 May 2020
R2DE: a NLP approach to estimating IRT parameters of newly generated questions Luca Benedetto Andrea Cappelli R. Turrin Paolo Cremonesi 28 37 0 21 Jan 2020
Predicting Student Performance in Interactive Online Question Pools Using Mouse Interaction Features Huan Wei Haotian Li Meng Xia Yong Wang Huamin Qu AI4Ed 11 31 0 09 Jan 2020
Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance Richard Scruggs Ryan S. Baker B. McLaren 14 14 0 14 Oct 2019
Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction Chun-Kit Yeung Zizheng Lin Kai Yang Dit-Yan Yeung 30 28 0 06 Jun 2018