Physical Review Letters · 2003 · 1.2K citations · 32 references
VaccinationNetwork Scale-up MethodInfectious Disease EpidemiologyAcquaintance ImmunizationInfectious Disease ModellingArtificial Immune SystemImmunologyEpidemiological DynamicContact NetworkNetwork AnalysisImmunological ComputingImmunization ThresholdEffective Immunization StrategyImmunotherapyMedicineEpidemiologyEfficient Immunization StrategiesSocial Network Analysis
We present an effective immunization strategy for computer networks and populations with broad and, in particular, scale-free degree distributions. The proposed strategy, acquaintance immunization, calls for the immunization of random acquaintances of random nodes (individuals). The strategy requires no knowledge of the node degrees or any other global knowledge, as do targeted immunization strategies. We study analytically the critical threshold for complete immunization. We also study the strategy with respect to the susceptible-infected-removed epidemiological model. We show that the immunization threshold is dramatically reduced with the suggested strategy, for all studied cases.
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Emergence of Scaling in Random Networks
Albert-Ĺaszló Barabási, Réka Albert · Science · 1999 · 35.7K citations · Full text
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Réka Albert, Albert-Ĺaszló Barabási · Reviews of Modern Physics · 2002 · 20.2K citations · Full text
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