485 citations · 1.2k across the 47 of their papers we have counts for
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cs.DB2011★ 11 cited
A Data-Based Approach to Social Influence Maximization
Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan
Influence maximization is the problem of finding a set of users in a social network, such that by targeting this set, one maximizes the expected spread of influence in the network.…
cs.SI2011★ 52 cited
Fast matrix computations for pair-wise and column-wise commute times and Katz scores
Francesco Bonchi, Pooya Esfandiar, David F. Gleich +2
We first explore methods for approximating the commute time and Katz score between a pair of nodes. These methods are based on the approach of matrices, moments, and quadrature dev…