Fig. 6
From: Map equation centrality: community-aware centrality based on the map equation
Imprecision of map equation centrality, modularity vitality, community hub-bridge, community-based centrality, degree centrality, and betweenness centrality for identifying top spreaders in eight empirical networks. The curves show imprecision as a function of the fraction of top spreaders that are selected. A lower imprecision corresponds to more accurately identifying the top spreaders as determined with an SIR simulation. Community structures are identified with Infomap; solid lines use the unrecorded link teleportation flow model, dashed lines use recorded node teleportation. Degree and betweenness centrality do not rely on communities