Three Methods for Occupation Coding Based on Statistical Learning

Occupation coding, an important task in official statistics, refers to coding a respondent’s text answer into one of many hundreds of occupation codes. To date, occupation coding is still at least partially conducted manually, at great expense. We propose three methods for automatic coding: combinin...

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Veröffentlicht in:	Journal of official statistics 2017-03, Vol.33 (1), p.101-122
Hauptverfasser:	Gweon, Hyukjun, Schonlau, Matthias, Kaczmirek, Lars, Blohm, Michael, Steiner, Stefan
Format:	Artikel
Sprache:	eng
Schlagworte:	ALLBUS Artificial intelligence Automated coding Coding standards ISCO-88 Machine learning Occupations Statistical analysis Statistical data
Online-Zugang:	Volltext
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