Machine Learning for Occupation Coding—A Comparison Study

Abstract Asking people about their occupation is common practice in surveys and censuses around the world. The answers are typically recorded in textual form and subsequently assigned (coded) to categories, which have been defined in official occupational classifications. While this coding step is o...

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Vydané v:	Journal of survey statistics and methodology Ročník 9; číslo 5; s. 1013 - 1034
Hlavní autori:	Schierholz, Malte, Schonlau, Matthias
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Oxford University Press 01.11.2021
Predmet:	Occupation Comparison of algorithms Data processing Coding Statistical learning Machine learning
ISSN:	2325-0984, 2325-0992
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