Title
Detecting global bridges in networks.
Abstract
The identification of nodes occupying important positions in a network structure is crucial for the understanding of the associated real-world system. Usually, betweenness centrality (BC) is used to evaluate a node capacity to connect different graph regions. However, we argue here that this measure is not adapted for that task, as it gives equal weight to ‘local’ centres (i.e. nodes of high-degre...
Year
DOI
Venue
2015
10.1093/comnet/cnv022
Journal of Complex Networks
Keywords
Field
DocType
centrality measures,betweenness centrality,bridgeness centrality
Network science,Random walk closeness centrality,Computational mathematics,Network controllability,Centrality,Theoretical computer science,Betweenness centrality,Network theory,Artificial intelligence,Katz centrality,Mathematics,Machine learning
Journal
Volume
Issue
ISSN
4
3
2051-1310
Citations 
PageRank 
References 
2
0.53
5
Authors
9
Name
Order
Citations
PageRank
pablo jensen121.21
Matteo Morini232.23
Márton Karsai342230.42
Tommaso Venturini4265.01
Alessandro Vespignani51647109.55
Mathieu Jacomy680341.42
Jean-Philippe Cointet711312.20
pierre merckle820.53
Eric Fleury924323.71