Deep Knowledge Tracing Based on Spatial and Temporal Representation Learning for Learning Performance Prediction

Deep Knowledge Tracing Based on Spatial and Temporal Representation Learning for Learning Performance Prediction

Knowledge tracing (KT) serves as a primary part of intelligent education systems. Most current KTs either rely on expert judgments or only exploit a single network structure, which affects the full expression of learning features. To adequately mine features of students’ learning process, Deep Knowl...

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Bibliographic Details
Main Authors: Liting Lyu, Zhifeng Wang, Haihong Yun, Zexue Yang, Ya Li
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied Sciences
Subjects:
prediction
learning performance
e-learning
deep learning
knowledge tracing
knowledge representation
Online Access:https://www.mdpi.com/2076-3417/12/14/7188

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https://www.mdpi.com/2076-3417/12/14/7188

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