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Exploring Factor Structures Using Variational Autoencoder in Personality Research

An accurate personality model is crucial to many research fields. Most personality models have been constructed using linear factor analysis (LFA). In this paper, we investigate if an effective deep learning tool for factor extraction, the Variational Autoencoder (VAE), can be applied to explore the...

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Detalles Bibliográficos
Autores principales: Huang, Yufei, Zhang, Jianqiu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9388855/
https://www.ncbi.nlm.nih.gov/pubmed/35992414
http://dx.doi.org/10.3389/fpsyg.2022.863926