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DESCRIPTION
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Package: ig.degree.betweenness
Type: Package
Title: "Smith-Pittman Community Detection Algorithm for 'igraph' Objects (2024)"
Version: 0.1.0
Authors@R: c(
person(
"Benjamin",
"Smith",
email="[email protected]" ,
role = c("aut","cre"),
comment = c(ORCID = "0009-0007-2206-0177")
),
person(
"Tyler",
"Pittman",
email = "[email protected]",
role = c("aut"),
comment = c(ORCID = "0000-0002-5013-6980")
),
person(
"Wei",
"Xu",
email = "[email protected]",
role = c("aut"),
comment = c(ORCID = "0000-0002-0257-8856")
)
)
Description: Implements the "Smith-Pittman" community detection algorithm
for network analysis using 'igraph' objects. This algorithm combines node
degree and betweenness centrality measures to identify communities within
networks, with a gradient evident in social partitioning. The package
provides functions for community detection, visualization, and analysis of
the resulting community structure. Methods are based on results from Smith,
Pittman and Xu (2024) <doi:10.48550/arXiv.2411.01394>.
License: MIT + file LICENSE
URL: https://github.com/benyamindsmith/ig.degree.betweenness
BugReports: https://github.com/benyamindsmith/ig.degree.betweenness/issues
Encoding: UTF-8
LazyData: true
Imports:
igraph,
igraphdata,
rlist,
BBmisc,
qgraph
RoxygenNote: 7.3.2
Suggests:
knitr,
rmarkdown