390 citations · 1.8k across the 44 of their papers we have counts for
6 papers · 1 filter
Collaboration and followership: a stochastic model for activities in social networks
Carolina Becatti, Irene Crimaldi, Fabio Saracco
In this work we investigate how future actions are influenced by the previous ones, in the specific contexts of scientific collaborations and friendships on social networks. We are…
Colombian export capabilities: building the firms-products network
Matteo Bruno, Fabio Saracco, Tiziano Squartini +1
In this paper we analyse the bipartite Colombian firms-products network, throughout a period of five years, from 2010 to 2014. Our analysis depicts a strongly modular system, with…
The Statistical Physics of Real-World Networks
Giulio Cimini, Tiziano Squartini, Fabio Saracco +3
In the last 15 years, statistical physics has been a very successful framework to model complex networks. On the theoretical side, this approach has brought novel insights into a v…
Maximum entropy approach to link prediction in bipartite networks
M. Baltakiene, K. Baltakys, D. Cardamone +5
Within network analysis, the analytical maximum entropy framework has been very successful for different tasks as network reconstruction and filtering. In a recent paper, the same…
Entropy-based randomisation of rating networks
Carolina Becatti, Guido Caldarelli, Fabio Saracco
In the last years, due to the great diffusion of e-commerce, online rating platforms quickly became a common tool for purchase recommendations. However, instruments for their analy…
Reconstructing mesoscale network structures
Jeroen van Lidth de Jeude, Riccardo Di Clemente, Guido Caldarelli +2
When facing complex mesoscale network structures, it is generally believed that (null) models encoding the modular organization of nodes must be employed. The present paper focuses…