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Immunization Strategies Based on the Overlapping Nodes in Networks with Community Structure

2016

International audience; Understanding how the network topology affects the spread of an epidemic is a main concern in order to develop efficient immunization strategies. While there is a great deal of work dealing with the macroscopic topological properties of the networks, few studies have been devoted to the influence of the community structure. Furthermore, while in many real-world networks communities may overlap, in these studies non-overlapping community structures are considered. In order to gain insight about the influence of the overlapping nodes in the epidemic process we conduct an empirical evaluation of basic deterministic immunization strategies based on the overlapping nodes.…

FOS: Computer and information sciencesTheoretical computer science[ INFO ] Computer Science [cs]Computer scienceProcess (engineering)Epidemic02 engineering and technologyNetwork topology01 natural sciencesComplex NetworksDiffusion020204 information systems0103 physical sciencesNode (computer science)[INFO.INFO-SY]Computer Science [cs]/Systems and Control [cs.SY]0202 electrical engineering electronic engineering information engineeringOverlapping community[INFO]Computer Science [cs]010306 general physicsSocial and Information Networks (cs.SI)Connected componentWelfare economicsCommunity structureComputer Science - Social and Information NetworksAttackImmunization (finance)Complex networkDynamicsMembership number[ INFO.INFO-SY ] Computer Science [cs]/Systems and Control [cs.SY]ImmunizationEpidemic model
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