a node with a high eigenvector centrality is connected to other nodes with high eigenvector centrality
Eigenvector centrality Given by the largest eigenvector of the adjacency matrix
Then we define the eigenvector centrality of node vk as
where ||AXi
|| is the normalized value of the product
of the adjacency matrix A of a given graph and the tentative eigenvector Xi
at the end of iteration i.