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19992026
most citedCommunity detection in graphs

11.5k citations · 38.7k across the 103 of their papers we have counts for

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Showing 2005Show all

6 papers · 1 filter

cs.IR2005★ 35 cited

How to make the top ten: Approximating PageRank from in-degree

Santo Fortunato, Marian Boguna, Alessandro Flammini +1

PageRank has become a key element in the success of search engines, allowing to rank the most important hits in the top screen of results. One key aspect that distinguishes PageRan…

cs.NI2005★ 6 cited

Decoding the structure of the WWW: facts versus sampling biases

M. Angeles Serrano, Ana Maguitman, Marian Boguna +2

The understanding of the immense and intricate topological structure of the World Wide Web (WWW) is a major scientific and technological challenge. This has been tackled recently b…

cs.CY2005★ 138 cited

The egalitarian effect of search engines

Santo Fortunato, Alessandro Flammini, Filippo Menczer +1

Search engines have become key media for our scientific, economic, and social activities by enabling people to access information on the Web in spite of its size and complexity. On…

physics.soc-ph2005★ 184 cited

Vector Opinion Dynamics in a Bounded Confidence Consensus Model

Santo Fortunato, Vito Latora, Alessandro Pluchino +1

We study the continuum opinion dynamics of the compromise model of Krause and Hegselmann for a community of mutually interacting agents, by solving numerically a rate equation. The…

cond-mat.dis-nn2005★ 2 cited

Computer Simulations of Opinions

Santo Fortunato, Dietrich Stauffer

We review the opinion dynamics in the computer models of Deffuant et al. (D), of Krause and Hegselmann (KH), and of Sznajd (S). All these models allow for consensus (one final opin…

cond-mat.stat-mech2005★ 6 cited

Monte Carlo Simulations of Opinion Dynamics

Santo Fortunato

We briefly introduce a new promising field of applications of statistical physics, opinion dynamics, where the systems at study are social groups or communities and the atoms/spins…