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Automated Coding of Job Descriptions From a General Population Study: Overview of Existing Tools, Their Application and Comparison

OBJECTIVES: Automatic job coding tools were developed to reduce the laborious task of manually assigning job codes based on free-text job descriptions in census and survey data sources, including large occupational health studies. The objective of this study is to provide a case study of comparative...

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Detalles Bibliográficos
Autores principales: Wan, Wenxin, Ge, Calvin B, Friesen, Melissa C, Locke, Sarah J, Russ, Daniel E, Burstyn, Igor, Baker, Christopher J O, Adisesh, Anil, Lan, Qing, Rothman, Nathaniel, Huss, Anke, van Tongeren, Martie, Vermeulen, Roel, Peters, Susan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243927/
https://www.ncbi.nlm.nih.gov/pubmed/36734402
http://dx.doi.org/10.1093/annweh/wxad002