DynComm R Package -- Dynamic Community Detection for Evolving Networks
Social and Information Networks
2019-05-07 v1 Data Structures and Algorithms
Physics and Society
Abstract
Nowadays, the analysis of dynamics in networks represents a great deal in the Social Network Analysis research area. To support students, teachers, developers, and researchers in this work we introduce a novel R package, namely DynComm. It is designed to be a multi-language package, that can be used for community detection and analysis on dynamic networks. The package introduces interfaces to facilitate further developments and the addition of new and future developed algorithms to deal with community detection in evolving networks. This new package has the goal of abstracting the programmatic interface of the algorithms, whether they are written in R or other languages, and expose them as functions in R.
Cite
@article{arxiv.1905.01498,
title = {DynComm R Package -- Dynamic Community Detection for Evolving Networks},
author = {Rui Portocarrero Sarmento and Luís Lemos and Mário Cordeiro and Giulio Rossetti and Douglas Cardoso},
journal= {arXiv preprint arXiv:1905.01498},
year = {2019}
}