  We introduce a new measure of centrality, the information centrality C^I,
based on the concept of efficient propagation of information over the network.
C^I is defined for both valued and non-valued graphs, and applies to groups and
classes as well as individuals. The new measure is illustrated and compared to
the standard centrality measures by using a classic network data set.
