Spatiotemporal fusion knowledge tracking model based on spatiotemporal graph and fourier graph neural network

Abstract Knowledge Tracing (KT) aims to predict students’ future learning performance, which mainly involves dynamic changes in both temporal and spatial dimensions. The temporal dimension captures dynamic evolution of knowledge acquisition (e.g., accumulation/forgetting), and the spatial dimension...

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Bibliographic Details
Main Authors: Yinquan Liu, Weidong Ji, Guohui Zhou
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Journal of King Saud University: Computer and Information Sciences
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Online Access:https://doi.org/10.1007/s44443-025-00138-8
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