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1907.06837
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A Self-Attentive model for Knowledge Tracing
Educational Data Mining (EDM), 2019
16 July 2019
Shalini Pandey
George Karypis
AI4Ed
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Papers citing
"A Self-Attentive model for Knowledge Tracing"
39 / 139 papers shown
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
AAAI Conference on Artificial Intelligence (AAAI), 2022
Suyeong An
JungHoon Kim
Minsam Kim
Juneyoung Park
AI4Ed
211
19
0
08 Apr 2022
Equitable Ability Estimation in Neurodivergent Student Populations with Zero-Inflated Learner Models
Educational Data Mining (EDM), 2022
Niall Twomey
Sara J McMullan
Anat Elhalal
Rafael Poyiadzi
Luis Miguel Vaquero Gonzalez
141
4
0
18 Mar 2022
Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing
Knowledge-Based Systems (KBS), 2022
Xiangyu Song
Jianxin Li
Qiuyu Lei
Wei Zhao
Yunliang Chen
Lin Wang
AI4Ed
176
203
0
22 Jan 2022
Knowledge Tracing: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Ghodai M. Abdelrahman
Qing Wang
B. Nunes
AI4Ed
257
302
0
08 Jan 2022
Incremental Knowledge Tracing from Multiple Schools
Sujanya Suresh
Savitha Ramasamy
Ponnuthurai Nagaratnam Suganthan
C. Wong
CLL
66
0
0
07 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
150
13
0
30 Dec 2021
Masked Deep Q-Recommender for Effective Question Scheduling
Keunhyung Chung
D. Kim
Sangheon Lee
Guik Jung
AI4Ed
101
0
0
19 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
198
22
0
11 Dec 2021
Diagnostic Assessment Generation via Combinatorial Search
D. Kim
Hyeonseong Choi
Guik Jung
AI4Ed
82
0
0
06 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
145
9
0
08 Nov 2021
Assessing the Performance of Online Students -- New Data, New Approaches, Improved Accuracy
Robin Schmucker
Jingbo Wang
Shijia Hu
Tom Mitchell
231
14
0
04 Sep 2021
Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing
Ghodai M. Abdelrahman
Qing Wang
KELM
AI4Ed
244
77
0
18 Aug 2021
Enhancing Knowledge Tracing via Adversarial Training
ACM Multimedia (ACM MM), 2021
Xiaopeng Guo
Zhijie Huang
Jie Gao
Mingyu Shang
Maojing Shu
Jun Sun
AAML
176
85
0
10 Aug 2021
RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions
Yoshiki Kubotani
Yoshihiro Fukuhara
Shigeo Morishima
123
15
0
31 Jul 2021
Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction
Educational Data Mining (EDM), 2021
Byungsoo Kim
Hangyeol Yu
Dongmin Shin
Youngduck Choi
180
1
0
28 Jun 2021
MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education
J. Shen
Michiharu Yamashita
Ethan Prihar
Neil T. Heffernan
Xintao Wu
Ben Graff
Dongwon Lee
292
78
0
02 Jun 2021
Student Performance Prediction Using Dynamic Neural Models
Educational Data Mining (EDM), 2021
Marina Delianidi
K. Diamantaras
George Chrysogonidis
Vasileios Nikiforidis
83
9
0
01 Jun 2021
Application of Deep Self-Attention in Knowledge Tracing
Junhao Zeng
Qingchun Zhang
Ning Xie
Bochun Yang
AI4Ed
148
10
0
17 May 2021
A Survey of Knowledge Tracing: Models, Variants, and Applications
IEEE Transactions on Learning Technologies (IEEE TLT), 2021
Shuanghong Shen
Qi Liu
Zhenya Huang
Yonghe Zheng
Minghao Yin
Minjuan Wang
Enhong Chen
KELM
AI4Ed
258
89
0
06 May 2021
Consistency and Monotonicity Regularization for Neural Knowledge Tracing
Seewoo Lee
Youngduck Choi
Juneyoung Park
Byungsoo Kim
Jinwoo Shin
128
6
0
03 May 2021
LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences
Educational Data Mining (EDM), 2021
Yuhao Zhou
Xihua Li
Yunbo Cao
Xuemin Zhao
Qing Ye
Jiancheng Lv
AI4Ed
143
12
0
21 Apr 2021
Option Tracing: Beyond Correctness Analysis in Knowledge Tracing
International Conference on Artificial Intelligence in Education (AIED), 2021
Aritra Ghosh
Jay Raspat
Andrew Lan
171
20
0
19 Apr 2021
Last Query Transformer RNN for knowledge tracing
SeungKee Jeon
RALM
141
8
0
10 Feb 2021
Riiid! Answer Correctness Prediction Kaggle Challenge: 4th Place Solution Summary
Duc Kinh Le Tran
125
6
0
03 Feb 2021
MUSE: Multi-Scale Temporal Features Evolution for Knowledge Tracing
Chengwei Zhang
Yangzhou Jiang
Wei Zhang
Chengyu Gu
154
7
0
30 Jan 2021
LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing
Takashi Oya
Shigeo Morishima
RALM
133
12
0
28 Jan 2021
Do we need to go Deep? Knowledge Tracing with Big Data
V. Mandalapu
Jiaqi Gong
L. Chen
AI4Ed
HAI
91
11
0
20 Jan 2021
An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset
Shalini Pandey
George Karypis
Jaideep Srivastava
AI4Ed
HAI
99
4
0
16 Jan 2021
Learning Student Interest Trajectory for MOOCThread Recommendation
Shalini Pandey
Andrew Lan
George Karypis
Jaideep Srivastava
160
8
0
10 Jan 2021
Explainable Knowledge Tracing Models for Big Data: Is Ensembling an Answer?
Tirth Shah
Lukas Olson
A.D. Sharma
Nirmal Patel
103
5
0
10 Nov 2020
SAINT+: Integrating Temporal Features for EdNet Correctness Prediction
International Conference on Learning Analytics and Knowledge (LAK), 2020
Dongmin Shin
Yugeun Shim
Hangyeol Yu
Seewoo Lee
Byungsoo Kim
Youngduck Choi
234
174
0
19 Oct 2020
RKT : Relation-Aware Self-Attention for Knowledge Tracing
International Conference on Information and Knowledge Management (CIKM), 2020
Shalini Pandey
Jaideep Srivastava
AI4Ed
198
222
0
28 Aug 2020
Deep Knowledge Tracing with Learning Curves
Frontiers in Psychology (Front. Psychol.), 2020
Shan Yang
Mengxia Zhu
Xuesong Lu
AI4Ed
HAI
147
13
0
26 Jul 2020
Context-Aware Attentive Knowledge Tracing
Knowledge Discovery and Data Mining (KDD), 2020
Aritra Ghosh
Neil T. Heffernan
Andrew Lan
AI4Ed
HAI
303
514
0
24 Jul 2020
Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
ACM Conference on Learning @ Scale (L@S), 2020
Youngduck Choi
Youngnam Lee
Junghyun Cho
Jineon Baek
Byungsoo Kim
Yeongmin Cha
Dongmin Shin
Chan Bae
Jaewe Heo
271
258
0
14 Feb 2020
Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment
International Conference on Computer Supported Education (CSEDU), 2020
Youngnam Lee
Dongmin Shin
Hyunbin Loh
Jaemin Lee
Piljae Chae
...
Seoyon Park
Jinhwan Lee
Jineon Baek
Byungsoo Kim
Youngduck Choi
339
16
0
14 Feb 2020
What's happened in MOOC Posts Analysis, Knowledge Tracing and Peer Feedbacks? A Review
Manikandan Ravikiran
87
0
0
27 Jan 2020
Assessment Modeling: Fundamental Pre-training Tasks for Interactive Educational Systems
Youngduck Choi
Youngnam Lee
Junghyun Cho
Jineon Baek
Dongmin Shin
...
Seewoo Lee
Youngmin Cha
Chan Bae
Byungsoo Kim
Jaewe Heo
AI4Ed
279
14
0
01 Jan 2020
EdNet: A Large-Scale Hierarchical Dataset in Education
International Conference on Artificial Intelligence in Education (AIED), 2019
Youngduck Choi
Youngnam Lee
Dongmin Shin
Junghyun Cho
Seoyon Park
Seewoo Lee
Jineon Baek
Chan Bae
Byungsoo Kim
Youngjun Jang
AI4Ed
336
228
0
06 Dec 2019
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