3.3k citations · 17.6k across the 141 of their papers we have counts for
3 papers · 2 filters
Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks
Xian Teng, Sen Pei, Flaviano Morone +1
Identifying the most influential spreaders that maximize information flow is a central question in network theory. Recently, a scalable method called "Collective Influence (CI)" ha…
Efficient collective influence maximization in cascading processes with first-order transitions
Sen Pei, Xian Teng, Jeffrey Shaman +2
In social networks, the collective behavior of large populations can be shaped by a small set of influencers through a cascading process induced by "peer pressure". For large-scale…
Collective Influence Algorithm to find influencers via optimal percolation in massively large social media
Flaviano Morone, Byungjoon Min, Lin Bo +2
We elaborate on a linear time implementation of the Collective Influence (CI) algorithm introduced by Morone, Makse, Nature 524, 65 (2015) to find the minimal set of influencers in…