Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
community detection algorithm |
| gptkbp:approach |
divisive hierarchical clustering
|
| gptkbp:complexity |
O(m^2 n)
|
| gptkbp:field |
graph theory
network science |
| https://www.w3.org/2000/01/rdf-schema#label |
Girvan–Newman algorithm
|
| gptkbp:input |
graph
|
| gptkbp:introducedIn |
2002
|
| gptkbp:inventedBy |
gptkb:Mark_Newman
gptkb:Michelle_Girvan |
| gptkbp:method |
edge betweenness centrality
|
| gptkbp:output |
community structure
|
| gptkbp:publishedIn |
gptkb:Proceedings_of_the_National_Academy_of_Sciences
Community structure in social and biological networks |
| gptkbp:purpose |
detecting communities in complex networks
|
| gptkbp:relatedTo |
gptkb:Louvain_method
modularity edge betweenness |
| gptkbp:step |
removes edges with highest betweenness
|
| gptkbp:usedIn |
complex systems
biological network analysis social network analysis |
| gptkbp:bfsParent |
gptkb:Newman–Girvan_modularity
|
| gptkbp:bfsLayer |
7
|