How do topics and emotions develop in elementary school children? A text mining perspective based on free-writing text over 6 years

Free-text data with long duration and continuity have great potential for studying environmental concerns and emotional expressions in child development. Based on ecosystem theory, using topic modeling and sentiment analysis in text mining to mine 4556 free-text writing data from first to sixth grad...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Mengjun, Jiang, Xinyu, Zhang, Bingbing, Song, Ting, Yu, Gang, Liu, Guofang, Jiang, Nan, Wu, Di, Zhou, Zhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Psychology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018174/
https://www.ncbi.nlm.nih.gov/pubmed/36935982
http://dx.doi.org/10.3389/fpsyg.2023.1109126

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018174/
https://www.ncbi.nlm.nih.gov/pubmed/36935982
http://dx.doi.org/10.3389/fpsyg.2023.1109126

Ejemplares similares