1.3k citations · 2.1k across the 39 of their papers we have counts for
6 papers · 1 filter
Validation of Twitter opinion trends with national polling aggregates: Hillary Clinton vs Donald Trump
Alexandre Bovet, Flaviano Morone, Hernan A. Makse
Measuring and forecasting opinion trends from real-time social media is a long-standing goal of big-data analytics. Despite its importance, there has been no conclusive scientific…
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…
Emergence of Robustness in Network of Networks
Kevin Roth, Flaviano Morone, Byungjoon Min +1
A model of interdependent networks of networks (NoN) has been introduced recently in the context of brain activation to identify the neural collective influencers in the brain NoN.…
Edwards Statistical Mechanics for Jammed Granular Matter
Adrian Baule, Flaviano Morone, Hans J. Herrmann +1
In 1989, Sir Sam Edwards made the visionary proposition to treat jammed granular materials using a volume ensemble of equiprobable jammed states in analogy to thermal equilibrium s…