akc: Automatic Knowledge Classification
A tidy framework for automatic knowledge classification and visualization. Currently, the core functionality of the framework is mainly supported by modularity-based clustering (community detection) in keyword co-occurrence network, and focuses on co-word analysis of bibliometric research. However, the designed functions in 'akc' are general, and could be extended to solve other tasks in text mining as well.
| Version: | 0.9.9.2 |
| Depends: | R (≥ 4.0.0) |
| Imports: | igraph,dplyr,ggplot2,stringr,ggraph (≥ 1.0.2),tidygraph (≥ 1.1.2),ggforce,textstem,tibble,tidytext,rlang,magrittr,data.table (≥ 1.13.0),ggwordcloud (≥ 0.5.0),tidyfst |
| Suggests: | testthat (≥ 3.0.0),knitr,rmarkdown |
| Published: | 2025-12-16 |
| DOI: | 10.32614/CRAN.package.akc |
| Author: | Tian-Yuan Huang [aut, cre] |
| Maintainer: | Tian-Yuan Huang <huang.tian-yuan at qq.com> |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/hope-data-science/akc |
| NeedsCompilation: | no |
| Citation: | akc citation info |
| CRAN checks: | akc results |
Documentation:
| Reference manual: | akc.html ,akc.pdf |
| Vignettes: | Benchmarking (source,R code) akc_vignette (source,R code) tutorial_raw_text (source,R code) |
Downloads:
| Package source: | akc_0.9.9.2.tar.gz |
| Windows binaries: | r-devel:akc_0.9.9.1.zip, r-release:akc_0.9.9.1.zip, r-oldrel:akc_0.9.9.1.zip |
| macOS binaries: | r-release (arm64):akc_0.9.9.2.tgz, r-oldrel (arm64):akc_0.9.9.2.tgz, r-release (x86_64):akc_0.9.9.2.tgz, r-oldrel (x86_64):akc_0.9.9.2.tgz |
| Old sources: | akc archive |
Linking:
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