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Kronecker Graphs: An Approach to Modeling Networks
Jure Leskovec, Deepayan Chakrabarti, Jon Kleinberg +2
How can we model networks with a mathematically tractable model that allows for rigorous analysis of network properties? Networks exhibit a long list of surprising properties: heav…
Superlinear Scaling for Innovation in Cities
Samuel Arbesman, Jon M. Kleinberg, Steven H. Strogatz
Superlinear scaling in cities, which appears in sociological quantities such as economic productivity and creative output relative to urban population size, has been observed but n…
The Structure of Information Pathways in a Social Communication Network
Gueorgi Kossinets, Jon Kleinberg, Duncan Watts
Social networks are of interest to researchers in part because they are thought to mediate the flow of information in communities and organizations. Here we study the temporal dyna…