Infomap algorithm

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf community detection algorithm
gptkbp:appliesTo directed networks
undirected networks
unweighted networks
weighted networks
gptkbp:basedOn gptkb:information_theory
gptkbp:category graph
gptkbp:citation Rosvall, M., & Bergstrom, C. T. (2008). Maps of random walks on complex networks reveal community structure. PNAS, 105(4), 1118-1123.
gptkbp:developedBy Carl T. Bergstrom
Martin Rosvall
https://www.w3.org/2000/01/rdf-schema#label Infomap algorithm
gptkbp:input network graph
gptkbp:introducedIn 2008
gptkbp:language gptkb:Python
gptkb:C++
gptkbp:openSource https://www.mapequation.org
gptkbp:output partition of nodes
gptkbp:reduces map equation
gptkbp:usedFor community detection
network clustering
gptkbp:bfsParent gptkb:Louvain_Community_Detection
gptkbp:bfsLayer 7