Analysis of Multiplex Social Networks with R
Dublin Core
Title
Analysis of Multiplex Social Networks with R
Subject
networks, multiplex, multilayer, social network analysis, R.
Description
Multiplex social networks are characterized by a common set of actors connected
through multiple types of relations. The multinet package provides a set of R functions
to analyze multiplex social networks within the more general framework of multilayer
networks, where each type of relation is represented as a layer in the network. The
package contains functions to import/export, create and manipulate multilayer networks,
implementations of several state-of-the-art multiplex network analysis algorithms, e.g., for
centrality measures, layer comparison, community detection and visualization. Internally,
the package is mainly written in native C++ and integrated with R using the Rcpp
package.
through multiple types of relations. The multinet package provides a set of R functions
to analyze multiplex social networks within the more general framework of multilayer
networks, where each type of relation is represented as a layer in the network. The
package contains functions to import/export, create and manipulate multilayer networks,
implementations of several state-of-the-art multiplex network analysis algorithms, e.g., for
centrality measures, layer comparison, community detection and visualization. Internally,
the package is mainly written in native C++ and integrated with R using the Rcpp
package.
Creator
Matteo Magnani
Source
https://www.jstatsoft.org/article/view/v098i08
Publisher
InfoLab
Uppsala University
Uppsala University
Date
May 2021
Contributor
Fajar Bagus W
Format
PDF
Language
Inggris
Type
Text
Files
Collection
Citation
Matteo Magnani, “Analysis of Multiplex Social Networks with R,” Repository Horizon University Indonesia, accessed February 5, 2025, https://repository.horizon.ac.id/items/show/8194.