An XGBoost-Based Knowledge Tracing Model

An XGBoost-Based Knowledge Tracing Model

Abstract The knowledge tracing (KT) model is an effective means to realize the personalization of online education using artificial intelligence methods. It can accurately evaluate the learning state of students and conduct personalized instruction according to the characteristics of different stude...

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Bibliographic Details
Main Authors: Wei Su, Fan Jiang, Chunyan Shi, Dongqing Wu, Lei Liu, Shihua Li, Yongna Yuan, Juntai Shi
Format: Article
Language:English
Published: Springer 2023-02-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Knowledge tracing
Deep learning
Multi-skill
XGBoost
Online Access:https://doi.org/10.1007/s44196-023-00192-y

Internet

https://doi.org/10.1007/s44196-023-00192-y

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