230 citations · 1.2k across the 32 of their papers we have counts for
5 papers · 1 filter
Beyond network centrality: Individual-level behavioral traits for predicting information superspreaders in social media
Fang Zhou, Linyuan Lü, Jianguo Liu +1
Understanding the heterogeneous role of individuals in large-scale information spreading is essential to manage online behavior as well as its potential offline consequences. To th…
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data
Shuqi Xu, Manuel Sebastian Mariani, Linyuan Lü +1
Despite the increasing use of citation-based metrics for research evaluation purposes, we do not know yet which metrics best deliver on their promise to gauge the significance of a…
Temporal similarity metrics for latent network reconstruction: The role of time-lag decay
Hao Liao, Ming-Kai Liu, Manuel Sebastian Mariani +2
When investigating the spreading of a piece of information or the diffusion of an innovation, we often lack information on the underlying propagation network. Reconstructing the hi…
Fast influencers in complex networks
Fang Zhou, Linyuan Lü, Manuel Sebastian Mariani
Influential nodes in complex networks are typically defined as those nodes that maximize the asymptotic reach of a spreading process of interest. However, for practical application…
Early identification of important patents through network centrality
Manuel Sebastian Mariani, Matus Medo, François Lafond
One of the most challenging problems in technological forecasting is to identify as early as possible those technologies that have the potential to lead to radical changes in our s…