influenceR: Software Tools to Quantify Structural Importance of Nodes in a Network

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Provides functionality to compute various node centrality measures on networks. Included are functions to compute betweenness centrality (by utilizing Madduri and Bader's SNAP library), implementations of Burt's constraint and effective network size (ENS) metrics, Borgatti's algorithm to identify key players, and Valente's bridging metric. On Unix systems, the betweenness, Key Players, and bridging implementations are parallelized with OpenMP, which may run faster on systems which have OpenMP configured.

Author
Jacobs Simon [aut], Khanna Aditya [aut, cre], Madduri Kamesh [ctb], Bader David [ctb]
Date of publication
2015-09-03 12:20:15
Maintainer
Khanna Aditya <khanna7@uchicago.edu>
License
GPL-2
Version
0.1.0
URLs

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Man pages

betweenness
Vertex Betweenness centrality measure.
bridging
Valente's Bridging vertex measure.
constraint
Burt's Constraint Index.
csv.to.igraph
Convert a CSV file to an igraph graph object.
ens
Burt's Effective Network Size and Constraint index. The next...
influenceR
influenceR: Software tools to quantify structural importance...
keyplayer
Compute a KPP-Pos set for a given graph.

Files in this package

influenceR
influenceR/tests
influenceR/tests/testthat.R
influenceR/tests/testthat
influenceR/tests/testthat/test_metrics.R
influenceR/tests/testthat/test_reference.R
influenceR/tests/testthat/flo_results.RData
influenceR/src
influenceR/src/Makevars
influenceR/src/snap_wrapper.c
influenceR/src/graph_defs.h
influenceR/src/vertex_betweenness_centrality.c
influenceR/src/prefix_sums.h
influenceR/src/bridging.c
influenceR/src/vertex_betweenness_centrality.h
influenceR/src/bridging.h
influenceR/src/process_sparse.h
influenceR/src/keyplayer.c
influenceR/src/keyplayer-utils.h
influenceR/src/process_sparse.c
influenceR/src/Makevars.win
influenceR/src/prefix_sums.c
influenceR/src/keyplayer.h
influenceR/src/keyplayer-utils.c
influenceR/NAMESPACE
influenceR/R
influenceR/R/influenceR.R
influenceR/R/graph_metrics.R
influenceR/README.md
influenceR/MD5
influenceR/DESCRIPTION
influenceR/man
influenceR/man/keyplayer.Rd
influenceR/man/csv.to.igraph.Rd
influenceR/man/constraint.Rd
influenceR/man/ens.Rd
influenceR/man/bridging.Rd
influenceR/man/betweenness.Rd
influenceR/man/influenceR.Rd