Classify Multilingual Labour Market Free-Text to Standardized Hierarchical Occupations

Allows the user to map multilingual free-text of occupations to a broad range of standardized classifications. The package facilitates automatic occupation coding (see, e.g., Gweon et al. (2017) and Turrell et al. (2019) ), where the ISCO to ESCO mapping is exploited to extend the occupations hierarchy, Le Vrang et al. (2014) . Document vectorization is performed using the multilingual ESCO corpus. A method based on the nearest neighbor search is used to suggest the closest ISCO occupation.


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1.0.0 by Alexandros Kouretsis, a year ago

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Authors: Alexandros Kouretsis [aut, cre] , Andreas Bampouris [aut] , Petros Morfiris [aut] , Konstantinos Papageorgiou [aut] , Stavros Ladas [ctb] , Athanassios Siaperas [ctb] , Philippe Tissot [ctb] , Nikos Vaslamatzis [ctb] , Eworx S.A [cph]

Documentation:   PDF Manual  

GPL-3 license

Imports data.table, cld2, magrittr, stopwords, stringdist

Suggests knitr, rmarkdown, testthat

See at CRAN