Temporal properties of higher-order interactions in social networks

G Cencetti, F Battiston, B Lepri, M Karsai - Scientific reports, 2021 - nature.com
Human social interactions in local settings can be experimentally detected by recording the
physical proximity and orientation of people. Such interactions, approximating face-to-face …

Detecting informative higher-order interactions in statistically validated hypergraphs

F Musciotto, F Battiston, RN Mantegna - Communications Physics, 2021 - nature.com
Recent empirical evidence has shown that in many real-world systems, successfully
represented as networks, interactions are not limited to dyads, but often involve three or …

On the dynamics of political discussions on instagram: A network perspective

CHG Ferreira, F Murai, APC Silva, JM Almeida… - Online Social Networks …, 2021 - Elsevier
Instagram has been increasingly used as a source of information especially among the
youth. As a result, political figures now leverage the platform to spread opinions and political …

On network backbone extraction for modeling online collective behavior

CH Gomes Ferreira, F Murai, APC Silva, M Trevisan… - Plos one, 2022 - journals.plos.org
Collective user behavior in social media applications often drives several important online
and offline phenomena linked to the spread of opinions and information. Several studies …

The temporal rich club phenomenon

N Pedreschi, D Battaglia, A Barrat - Nature Physics, 2022 - nature.com
Identifying the hidden organizational principles and relevant structures of complex networks
is fundamental to understand their properties. To this end, uncovering the structures …

Emergence of polarized ideological opinions in multidimensional topic spaces

F Baumann, P Lorenz-Spreen, IM Sokolov, M Starnini - Physical Review X, 2021 - APS
Opinion polarization is on the rise, causing concerns for the openness of public debates.
Additionally, extreme opinions on different topics often show significant correlations. The …

From temporal network data to the dynamics of social relationships

V Gelardi, D Le Bail, A Barrat… - Proceedings of the …, 2021 - royalsocietypublishing.org
Networks are well-established representations of social systems, and temporal networks are
widely used to study their dynamics. However, going from temporal network data (ie a …

Meta-validation of bipartite network projections

G Cimini, A Carra, L Didomenicantonio… - Communications …, 2022 - nature.com
Monopartite projections of bipartite networks are useful tools for modeling indirect
interactions in complex systems. The standard approach to identify significant links is …

Weight thresholding on complex networks

X Yan, LGS Jeub, A Flammini, F Radicchi, S Fortunato - Physical Review E, 2018 - APS
Weight thresholding is a simple technique that aims at reducing the number of edges in
weighted networks that are otherwise too dense for the application of standard graph …

Spatial immunization to abate disease spreading in transportation hubs

M Mazzoli, R Gallotti, F Privitera, P Colet… - Nature …, 2023 - nature.com
Proximity social interactions are crucial for infectious diseases transmission. Crowded
agglomerations pose serious risk of triggering superspreading events. Locations like …