Criminal network analysis and visualization
Communications of the ACM - 3d hard copy
Introduction to Algorithms, Third Edition
Introduction to Algorithms, Third Edition
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Many algorithms for analyzing social networks assume that the structure of the network is known, but this is not always a reasonable assumption We wish to reconstruct an underlying network given data about how some property, such as disease, has spread through the network Properties may spread through a network in different ways: for instance, an individual may learn information as soon as one of his neighbors has learned that information, but political beliefs may follow a different type of model We create algorithms for discovering underlying networks that would give rise to the diffusion in these models.