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JonasRieger committed Sep 6, 2021
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2 changes: 1 addition & 1 deletion DESCRIPTION
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Expand Up @@ -4,7 +4,7 @@ Title: Construct Consistent Time Series from Textual Data
Version: 0.1.0
Date: 2021-09-01
Authors@R: person("Jonas", "Rieger", email="[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0007-4478"))
Description: A rolling version of the Latent Dirichlet Allocation. By a sequential approach, it enables the construction of LDA-based time series of topics that are consistent with previous states of LDA models. After an initial modeling, updates can be computed efficiently, allowing for real-time monitoring and detection of events or structural breaks.
Description: A rolling version of the Latent Dirichlet Allocation, see Rieger et al. (2021) <https://www.statistik.tu-dortmund.de/fileadmin/user_upload/Lehrstuehle/IWuS/Forschung/rollinglda.pdf>. By a sequential approach, it enables the construction of LDA-based time series of topics that are consistent with previous states of LDA models. After an initial modeling, updates can be computed efficiently, allowing for real-time monitoring and detection of events or structural breaks.
URL: https://github.com/JonasRieger/rollinglda
BugReports: https://github.com/JonasRieger/rollinglda/issues
License: GPL (>= 3)
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2 changes: 1 addition & 1 deletion R/rollinglda-package.R
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#' Rieger, Jonas, Carsten Jentsch and Jörg Rahnenführer (2021).
#' "RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct
#' Consistent Time Series from Textual Data". Accepted for \emph{Findings of EMNLP 2021}.
#' URL \url{https://github.com/JonasRieger/emnlp2021}.
#' URL \url{https://www.statistik.tu-dortmund.de/fileadmin/user_upload/Lehrstuehle/IWuS/Forschung/rollinglda.pdf}.
#'
#' @import data.table
#' @import checkmate
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2 changes: 1 addition & 1 deletion man/rollinglda-package.Rd

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