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Induced, endogenous and exogenous centrality

✍ Scribed by Martin G. Everett; Stephen P. Borgatti

Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
202 KB
Volume
32
Category
Article
ISSN
0378-8733

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✦ Synopsis

Centrality measures are based upon the structural position an actor has within the network. Induced centrality, sometimes called vitality measures, take graph invariants as an overall measure and derive vertex level measures by deleting individual nodes or edges and examining the overall change. By taking the sum of standard centrality measures as the graph invariant we can obtain measures which examine how much centrality an individual node contributes to the centrality of the other nodes in the network, we call this exogenous centrality. We look at exogenous measures of degree, closeness and betweenness.

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