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Towards Interpretable Deep Learning Models for Knowledge Tracing

Driven by the fast advancements of deep learning techniques, deep neural network has been recently adopted to design knowledge tracing (KT) models for achieving better prediction performance. However, the lack of interpretability of these models has painfully impeded their practical applications, as...

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Detalles Bibliográficos
Autores principales: Lu, Yu, Wang, Deliang, Meng, Qinggang, Chen, Penghe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334712/
http://dx.doi.org/10.1007/978-3-030-52240-7_34