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) <doi:10.1515/jos-2017-0006> and Turrell et al. (2019) <doi:10.3386/w25837>), where the ISCO to ESCO mapping is exploited to extend the occupations hierarchy, Le Vrang et al. (2014) <doi:10.1109/mc.2014.283>. 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.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.1.0) |
| Imports: | data.table, cld2, magrittr, stopwords, stringdist |
| Suggests: | knitr, rmarkdown, testthat (≥ 2.1.0) |
| Published: | 2020-07-18 |
| DOI: | 10.32614/CRAN.package.labourR |
| Author: | 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] |
| Maintainer: | Alexandros Kouretsis <ako at eworx.gr> |
| BugReports: | https://github.com/AleKoure/labourR/issues |
| License: | GPL-3 |
| URL: | https://github.com/AleKoure/labourR |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | labourR results |
| Reference manual: | labourR.pdf |
| Vignettes: |
Introduction to labourR Occupations Classification |
| Package source: | labourR_1.0.0.tar.gz |
| Windows binaries: | r-devel: labourR_1.0.0.zip, r-release: labourR_1.0.0.zip, r-oldrel: labourR_1.0.0.zip |
| macOS binaries: | r-release (arm64): labourR_1.0.0.tgz, r-oldrel (arm64): labourR_1.0.0.tgz, r-release (x86_64): labourR_1.0.0.tgz, r-oldrel (x86_64): labourR_1.0.0.tgz |
| Reverse imports: | iscoCrosswalks |
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