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Learning from Interpretable Analysis: Attention-Based Knowledge Tracing

Knowledge tracing is a well-established problem and non-trivial task in personalized education. In recent years, many existing works have been proposed to handle the knowledge tracing task, particularly recurrent neural networks based methods, e.g., Deep Knowledge Tracing (DKT). However, DKT has the...

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Detalles Bibliográficos
Autores principales: Zhu, Jia, Yu, Weihao, Zheng, Zetao, Huang, Changqin, Tang, Yong, Fung, Gabriel Pui Cheong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334689/
http://dx.doi.org/10.1007/978-3-030-52240-7_66