Classify Multilingual Labour Market Free-Text to Standardized
Hierarchical Occupations
c(
person("Alexandros", "Kouretsis", email = "ako@eworx.gr", role = c("aut", "cre")),
person("Andreas", "Bampouris", email = "aba@eworx.gr", role = "aut"),
person("Petros", "Morfiris", email = "pem@eworx.gr", role = "aut"),
person("Konstantinos", "Papageorgiou", email = "melt@eworx.gr", role = "aut"),
person("Stavros", "Ladas", email = "sl@eworx.gr", role = "ctb"),
person("Athanassios", "Siaperas", email = "athanassios.siaperas@cedefop.europa.eu", role = "ctb"),
person("Philippe", "Tissot", email = "philippe.tissot@cedefop.europa.eu", role = "ctb"),
person("Nikos", "Vaslamatzis", email = "nfv@eworx.gr", role = "ctb"),
person("Eworx S.A", role = "cph")
)
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.
data.table, cld2, magrittr, stopwords, stringdist
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]

Simplex Optimization Algorithms for Laboratory and Manufacturing
Processes
Cristhian Paredes [aut, cre],
Jesús Ágreda [aut]
Simplex optimization algorithms as firstly proposed by Spendley
et al. (1962) <doi:10.1080/00401706.1962.10490033> and later modified by
Nelder and Mead (1965) <doi:10.1093/comjnl/7.4.308> for laboratory and
manufacturing processes. The package also provides tools for graphical
representation of the simplexes and some example response surfaces that
are useful in illustrating the optimization process.