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Logistic Knowledge Tracing: A Constrained Framework for Learner Modeling
IEEE Transactions on Learning Technologies
◽
10.1109/tlt.2021.3128569
◽
2021
◽
pp. 1-1
Author(s):
Philip Irvin Pavlik
◽
Luke G. Eglington
◽
Leigh M. Harrell-Williams
Keyword(s):
Learner Modeling
◽
Knowledge Tracing
Download Full-text
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References
Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques
User Modeling and User-Adapted Interaction
◽
10.1007/s11257-017-9193-2
◽
2017
◽
Vol 27
(3-5)
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pp. 313-350
◽
Cited By ~ 38
Author(s):
Radek Pelánek
Keyword(s):
Logistic Models
◽
Learner Modeling
◽
Bayesian Knowledge Tracing
◽
Knowledge Tracing
◽
Modeling Techniques
Download Full-text
Incorporating Rich Features into Deep Knowledge Tracing
Proceedings of the Fourth (2017) ACM Conference on Learning @ Scale - L@S '17
◽
10.1145/3051457.3053976
◽
2017
◽
Cited By ~ 16
Author(s):
Liang Zhang
◽
Xiaolu Xiong
◽
Siyuan Zhao
◽
Anthony Botelho
◽
Neil T. Heffernan
Keyword(s):
Deep Knowledge
◽
Knowledge Tracing
Download Full-text
Cold Start Knowledge Tracing with Attentive Neural Turing Machine
Proceedings of the Seventh ACM Conference on Learning @ Scale
◽
10.1145/3386527.3406741
◽
2020
◽
Author(s):
Jinjin Zhao
◽
Shreyansh Bhatt
◽
Candace Thille
◽
Neelesh Gattani
◽
Dawn Zimmaro
Keyword(s):
Turing Machine
◽
Cold Start
◽
Knowledge Tracing
Download Full-text
Temporal Cross-Effects in Knowledge Tracing
Proceedings of the 14th ACM International Conference on Web Search and Data Mining
◽
10.1145/3437963.3441802
◽
2021
◽
Author(s):
Chenyang Wang
◽
Weizhi Ma
◽
Min Zhang
◽
Chuancheng Lv
◽
Fengyuan Wan
◽
...
Keyword(s):
Knowledge Tracing
Download Full-text
Structure-Based Knowledge Tracing: An Influence Propagation View
2020 IEEE International Conference on Data Mining (ICDM)
◽
10.1109/icdm50108.2020.00063
◽
2020
◽
Author(s):
Shiwei Tong
◽
Qi Liu
◽
Wei Huang
◽
Zhenya Hunag
◽
Enhong Chen
◽
...
Keyword(s):
Influence Propagation
◽
Knowledge Tracing
Download Full-text
Knowledge Interaction Enhanced Knowledge Tracing for Learner Performance Prediction
2020 7th International Conference on Behavioural and Social Computing (BESC)
◽
10.1109/besc51023.2020.9348285
◽
2020
◽
Cited By ~ 1
Author(s):
Wenbin Gan
◽
Yuan Sun
◽
Yi Sun
Keyword(s):
Performance Prediction
◽
Learner Performance
◽
Knowledge Tracing
Download Full-text
JKT: A Joint Graph Convolutional Network based Deep Knowledge Tracing
Information Sciences
◽
10.1016/j.ins.2021.08.100
◽
2021
◽
Author(s):
Xiangyu Song
◽
Jianxin Li
◽
Yifu Tang
◽
Taige Zhao
◽
Yunliang Chen
◽
...
Keyword(s):
Convolutional Network
◽
Deep Knowledge
◽
Knowledge Tracing
Download Full-text
Federated Deep Knowledge Tracing
Proceedings of the 14th ACM International Conference on Web Search and Data Mining
◽
10.1145/3437963.3441747
◽
2021
◽
Author(s):
Jinze Wu
◽
Zhenya Huang
◽
Qi Liu
◽
Defu Lian
◽
Hao Wang
◽
...
Keyword(s):
Deep Knowledge
◽
Knowledge Tracing
Download Full-text
Recurrent knowledge tracing machine based on the knowledge state of students
Expert Systems
◽
10.1111/exsy.12782
◽
2021
◽
Author(s):
Zefeng Lai
◽
Lei Wang
◽
Qiang Ling
Keyword(s):
Knowledge State
◽
Knowledge Tracing
Download Full-text
Clickstream Knowledge Tracing: Modeling How Students Answer Interactive Online Questions
LAK21: 11th International Learning Analytics and Knowledge Conference
◽
10.1145/3448139.3448149
◽
2021
◽
Author(s):
Wai-Lun Chan
◽
Dit-Yan Yeung
Keyword(s):
Knowledge Tracing
Download Full-text
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