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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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Detalhes bibliográficos
Publicado no:Artificial Intelligence in Education
Main Authors: Lu, Yu, Wang, Deliang, Meng, Qinggang, Chen, Penghe
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7334712/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-52240-7_34
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