The Temporal Rich Club Phenomenon

Nicola Pedreschi (1, 2, 3) , Demian Battaglia (3) , Alain Barrat (1, 2)

1 CPT - Centre de Physique Théorique - UMR 7332
2 CPT - E5 Physique statistique et systèmes complexes
3 INS - Institut de Neurosciences des Systèmes

Identifying the hidden organizational principles and relevant structures of networks representing complex physical systems is fundamental to understand their properties. To this aim, uncovering the structures involving the prominent nodes in a network is an effective approach. In temporal networks, the simultaneity of connections is crucial for temporally stable structures to arise. We thus propose here a novel measure to quantitatively investigate the tendency of well connected nodes to form simultaneous and stable structures in a temporal network. We refer to this tendency, when observed, as the "temporal rich club phenomenon". We illustrate the interest of this concept by analyzing diverse data sets under this lens, and showing how it enables a new perspective on their temporal patterns, from the role of cohesive structures in relation to processes unfolding on top of the network to the study of specific moments of interest in the evolution of the network.

Domaines: Mécanique statistique [cond-mat.stat-mech]

Nicola Pedreschi, Demian Battaglia, Alain Barrat. The Temporal Rich Club Phenomenon. Nature Physics, 2022, 18 (8), pp.931-938. ⟨10.1038/s41567-022-01634-8⟩. ⟨hal-03752211⟩