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A survival analysis based volatility and sparsity modeling network for student dropout prediction

Student Dropout Prediction (SDP) is pivotal in mitigating withdrawals in Massive Open Online Courses. Previous studies generally modeled the SDP problem as a binary classification task, providing a single prediction outcome. Accordingly, some attempts introduce survival analysis methods to achieve c...

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Detalles Bibliográficos
Autores principales: Pan, Feng, Huang, Bingyao, Zhang, Chunhong, Zhu, Xinning, Wu, Zhenyu, Zhang, Moyu, Ji, Yang, Ma, Zhanfei, Li, Zhengchen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9071151/
https://www.ncbi.nlm.nih.gov/pubmed/35512010
http://dx.doi.org/10.1371/journal.pone.0267138