A Centrality for Social Media Users Focusing on Information-Gathering Ability
The paper generalizes Katz centrality with per-node information-source weights and per-node retweet (forwarding) probabilities to define an efficiently computable Information-Gathering Centrality for social media users, and shows on two Twitter follow graphs that it ranks users differently from Katz