Sentence examples for centrality captures from inspiring English sources

As such, betweenness centrality captures one aspect of a node's position in the graph, thus taking into account the global structure of the network.

In general, the influence of a message sent by a person in friends' network decreases as the path of the message transfer increases; the approach using Katz centrality captures this property by penalizing a k step walk with α k.

Katz broadcast centrality captures the behavior of spreading a rumor into the network and a high value of Katz broadcast centrality means that the given node is efficient in spreading out a rumor/marketing message into the network.

The flow centrality captures the fraction of times that a player intervenes in those paths that result in a shot.

Closeness centrality captures the average closeness (defined as the inverse of the shortest path length) to all other vertices.

Betweenness centrality captures the degree to which a given brain region participates in the set of shortest paths between any pair of vertices in the network.

Therefore, global centralities capture the diffusion properties of sectors, that is, their capability to spillover resources (effects) to a wider part of the economy.

Turning towards local measures, we calculate the closeness centrality which captures the number of hops from a node to any other node in a network.

The concept of local leaders [19], while not introduced as a centrality metric, captures information similar to centrality.

As mentioned, there are different ways of measuring centrality, all capturing different aspects of the concept.

It was suggested that different centrality measures capture different aspects of city life [14, 15, 16].