Package: arlclustering 1.0.5
arlclustering: Exploring Social Network Structures Through Friendship-Driven Community Detection with Association Rules Mining
Implements an innovative approach to community detection in social networks using Association Rules Learning. The package provides tools for processing graph and rules objects, generating association rules, and detecting communities based on node interactions. Designed to facilitate advanced research in Social Network Analysis, this package leverages association rules learning for enhanced community detection. This approach is described in El-Moussaoui et al. (2021) <doi:10.1007/978-3-030-66840-2_3>.
Authors:
arlclustering_1.0.5.tar.gz
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arlclustering.pdf |arlclustering.html✨
arlclustering/json (API)
# Install 'arlclustering' in R: |
install.packages('arlclustering', repos = c('https://assuom44.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/assuom44/arlclustering/issues
Last updated 2 months agofrom:4386df47c1. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 22 2024 |
R-4.5-win | NOTE | Nov 22 2024 |
R-4.5-linux | NOTE | Nov 22 2024 |
R-4.4-win | NOTE | Nov 22 2024 |
R-4.4-mac | NOTE | Nov 22 2024 |
R-4.3-win | NOTE | Nov 22 2024 |
R-4.3-mac | NOTE | Nov 22 2024 |
Exports:arlc_calculate_modearlc_clean_final_rulesarlc_clusters_plotarlc_convert_date_formatarlc_count_naarlc_df_summaryarlc_fct_clean_transactionsarlc_fct_get_best_apriori_thresholdsarlc_file_exists_readablearlc_gen_gross_rulesarlc_gen_transactionsarlc_generate_clustersarlc_generate_date_sequencearlc_generate_uidarlc_get_apriori_thresholdsarlc_get_network_datasetarlc_get_NonR_rulesarlc_get_significant_rulesarlc_is_numeric_vectorarlc_list_to_dfarlc_measure_timearlc_normalize_vectorarlc_replace_na
Dependencies:arulesclicpp11genericsglueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangvctrs
ARLClustering - General Introduction
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usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-22
Started: 2024-07-11
ARLClustering - Testing Dolphins dataset
Rendered fromDolphins-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-07-13
ARLClustering - Testing Facebook Friends dataset
Rendered fromFacebook-Friends-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-08-20
ARLClustering - Testing Facebook L1 Organization dataset
Rendered fromFacebookOrgaL1-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-08-03
ARLClustering - Testing Karate dataset
Rendered fromKarate-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-07-11
ARLClustering - Testing LesMiserables dataset
Rendered fromLesMiserables-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-07-13
ARLClustering - Testing NetScience dataset
Rendered fromNetScience-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-07-13
ARLClustering - Testing WordAdjacency dataset
Rendered fromWord_Adjacencies-Dataset.Rmd
usingknitr::rmarkdown
on Nov 22 2024.Last update: 2024-08-31
Started: 2024-08-20