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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Bibliographic Details

Published in:	Journal of survey statistics and methodology Vol. 9; no. 5; pp. 1013 - 1034
Main Authors:	Schierholz, Malte, Schonlau, Matthias
Format:	Journal Article
Language:	English
Published:	Oxford University Press 01.11.2021
Subjects:	Occupation Comparison of algorithms Data processing Coding Statistical learning Machine learning
ISSN:	2325-0984, 2325-0992
Online Access:	Get full text
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