Dynamic topologies of activity-driven temporal networks with memory

Physical Review. E
Hyewon KimHawoong Jeong

Abstract

We propose dynamic scaling in temporal networks with heterogeneous activities and memory and provide a comprehensive picture for the dynamic topologies of such networks, in terms of the modified activity-driven network model [H. Kim et al., Eur. Phys. J. B 88, 315 (2015)EPJBFY1434-602810.1140/epjb/e2015-60662-7]. Particularly, we focus on the interplay of the time resolution and memory in dynamic topologies. Through the random-walk (RW) process, we investigate diffusion properties and topological changes as the time resolution increases. Our results with memory are compared to those of the memoryless case. Based on the temporal percolation concept, we derive scaling exponents in the dynamics of the largest cluster and the coverage of the RW process in time-varying networks. We find that the time resolution in the time-accumulated network determines the effective size of the network, while memory affects relevant scaling properties at the crossover from the dynamic regime to the static one. The origin of memory-dependent scaling behaviors is the dynamics of the largest cluster, which depends on temporal degree distributions. Finally, we conjecture of the extended finite-size scaling ansatz for dynamic topologies and the fundamen...Continue Reading

References

Oct 9, 2002·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Reuven CohenShlomo Havlin
Dec 20, 2003·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·E AlmaasD Stroud
Apr 26, 2007·Proceedings of the National Academy of Sciences of the United States of America·J-P OnnelaA-L Barabási
Sep 4, 2008·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Andrea BaronchelliRomualdo Pastor-Satorras
Aug 8, 2009·Physical Review Letters·José Luis Iribarren, Esteban Moro
Mar 17, 2010·Proceedings of the National Academy of Sciences of the United States of America·Luis E C RochaPetter Holme
Jul 27, 2010·PloS One·Ciro CattutoAlessandro Vespignani
Dec 15, 2010·Proceedings of the National Academy of Sciences of the United States of America·Marcel SalathéJames H Jones
Mar 17, 2011·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·M KarsaiJ Saramäki
Aug 23, 2011·PloS One·Juliette StehléPhilippe Vanhems
Jun 29, 2012·Scientific Reports·N PerraA Vespignani
Sep 26, 2012·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Michele StarniniRomualdo Pastor-Satorras
Feb 2, 2013·Physical Review Letters·Nicola PerraAlessandro Vespignani
May 18, 2013·Physical Review Letters·Michele StarniniRomualdo Pastor-Satorras
May 28, 2013·Physical Review Letters·René PfitznerFrank Schweitzer
Jul 23, 2013·PLoS Computational Biology·Petter Holme
Aug 7, 2013·Proceedings of the National Academy of Sciences of the United States of America·Lijun SunXianfeng Huang
Oct 22, 2013·Scientific Reports·Bruno RibeiroAndrea Baronchelli
Nov 19, 2013·Physical Review Letters·Naoki MasudaVíctor M Eguíluz
Feb 11, 2014·Scientific Reports·Márton KarsaiAlessandro Vespignani
Apr 16, 2014·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Michele Starnini, Romualdo Pastor-Satorras
Sep 25, 2014·Nature Communications·Ingo ScholtesFrank Schweitzer
Nov 7, 2014·Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics·Christian L VestergaardAlain Barrat
Mar 31, 2015·Physical Review Letters·Antoine MoinetRomualdo Pastor-Satorras
Jun 10, 2015·Nature Communications·Jean-Charles DelvenneLuis E C Rocha
Oct 25, 2016·Scientific Reports·Enrico UbaldiAlessandro Vespignani
Jun 18, 2017·Physical Review. E·Laura AlessandrettiNicola Perra

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Citations

Nov 28, 2019·Physical Review. E·Francesco Vincenzo SuranoAlessandro Rizzo
Dec 15, 2018·Physical Review Letters·Giovanni Petri, Alain Barrat
Sep 19, 2020·Physical Review. E·Marco MancastroppaAlessandro Vezzani

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