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labourR: 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) <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.
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Package details |
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| 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@eworx.gr> |
| License | GPL-3 |
| Version | 1.0.0 |
| URL | https://github.com/AleKoure/labourR |
| Package repository | View on CRAN |
| Installation |
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