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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Veröffentlicht in:	Journal of survey statistics and methodology Jg. 9; H. 5; S. 1013 - 1034
Hauptverfasser:	Schierholz, Malte, Schonlau, Matthias
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Oxford University Press 01.11.2021
Schlagworte:	Occupation Comparison of algorithms Data processing Coding Statistical learning Machine learning
ISSN:	2325-0984, 2325-0992
Online-Zugang:	Volltext
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