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DESCRIPTION
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Package: seededlda
Type: Package
Title: Seeded-LDA for Topic Modeling
Version: 0.5
Authors@R: c(person("Kohei", "Watanabe", email = "[email protected]", role = c("aut", "cre", "cph")),
person("Phan", "Xuan-Hieu", email = "[email protected]", role = c("aut", "cph"), comment = "GibbsLDA++"))
Description: Implements the seeded-LDA model (Lu, Ott, Cardie & Tsou 2010) <doi:10.1109/ICDMW.2011.125> using the quanteda package and the GibbsLDA++ library for semisupervised topic modeling.
Seeded-LDA allows users to pre-define topics with keywords to perform theory-driven analysis of textual data in social sciences and humanities (Watanabe & Zhou 2020) <doi:10.1177/0894439320907027>.
License: GPL-3
URL: https://github.com/koheiw/seededlda
BugReports: https://github.com/koheiw/seededlda/issues
Encoding: UTF-8
LazyData: true
Depends:
R (>= 3.5.0),
quanteda (> 2.0),
methods
Imports:
Matrix
LinkingTo: Rcpp, RcppParallel, RcppArmadillo (>= 0.7.600.1.0), quanteda
Suggests:
testthat,
quanteda.textmodels
RoxygenNote: 7.1.1
Roxygen: list(markdown = TRUE)