The World of Topic Modeling in R
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3ABANPJ6BL" target="_blank" >RIV/00216208:11320/22:BANPJ6BL - isvavai.cz</a>
Result on the web
<a href="https://www.nomos-elibrary.de/10.5771/1615-634X-2022-3-286/the-world-of-topic-modeling-in-r-jahrgang-70-2022-heft-3?page=1" target="_blank" >https://www.nomos-elibrary.de/10.5771/1615-634X-2022-3-286/the-world-of-topic-modeling-in-r-jahrgang-70-2022-heft-3?page=1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5771/1615-634X-2022-3-286" target="_blank" >10.5771/1615-634X-2022-3-286</a>
Alternative languages
Result language
angličtina
Original language name
The World of Topic Modeling in R
Original language description
This software review provides a systematic overview of R packages for topic modeling. These packages facilitate the application of computational text analysis to conduct research compatible with a wide variety of methodological frameworks employed in the social and communication sciences. For this overview, the analysis process is divided into four steps: preprocessing, inference, evaluation, and interpretation of topic models. The summary shows that the wide selection of R packages available today provides easy-to-use access to this increasingly popular computational social science method and contributes to its methodical standardization.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
M&K Medien & Kommunikationswissenschaft
ISSN
1615-634X
e-ISSN
1573-0921
Volume of the periodical
70
Issue of the periodical within the volume
3
Country of publishing house
US - UNITED STATES
Number of pages
6
Pages from-to
286-291
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85134738332