Table 1.
Centrality measure | Centrality of node i | Description | |
---|---|---|---|
Eigenvector centrality |
|
λ is the leading eigenvalue | |
PageRank centrality |
|
α is a scalar and kj is the degree of node j | |
HITS centrality (authority) |
|
α is a scalar and yj is the hub centrality of node j | |
HITS centrality (hub) |
|
α is a scalar and xj is the authority centrality of node j | |
Betweenness centrality |
|
ni st is the # of shortest paths between sandt that go through i. gst is the total # of shortest paths between nodes sand t |