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Short text classification with machine learning in the social sciences: The case of climate change on Twitter

To analyse large numbers of texts, social science researchers are increasingly confronting the challenge of text classification. When manual labeling is not possible and researchers have to find automatized ways to classify texts, computer science provides a useful toolbox of machine-learning method...

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Detalles Bibliográficos
Autores principales: Shyrokykh, Karina, Girnyk, Max, Dellmuth, Lisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540966/
https://www.ncbi.nlm.nih.gov/pubmed/37773969
http://dx.doi.org/10.1371/journal.pone.0290762