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akc (version 0.9.9.1)

Automatic Knowledge Classification

Description

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.

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Install

install.packages('akc')

Monthly Downloads

356

Version

0.9.9.1

License

MIT + file LICENSE

Issues

2

Pull Requests

0

Stars

15

Forks

4

Maintainer

Tian-Yuan Huang

Last Published

February 25th, 2025

Functions in akc (0.9.9.1)

make_dict

Making one's own dictionary
akc-package

akc: Automatic Knowledge Classification
doc_group

Construct network of documents based on keyword co-occurrence
keyword_merge

Merge keywords that supposed to have same meanings
keyword_clean

Automatic keyword cleaning and transfer to tidy format
keyword_table

Display the table with different groups of keywords
keyword_network

Flexiable visualization of network (alternative to 'keyword_vis')
keyword_cloud

Draw word cloud for grouped keywords
keyword_extract

Extract keywords from raw text
keyword_group

Construct network from a tidy table and divide them into groups
reexports

Objects exported from other packages
keyword_vis

Visualization of grouped keyword co-occurrence network
bibli_data_table

A selected dataset of bibliometric data on the topic of "Library science"