Temporal and structural heterogeneities emerging in adaptive temporal networks
Aoki, Takaaki, Rocha, Luis E. C. ORCID: https://orcid.org/0000-0001-9046-8739 and Gross, Thilo
(2016)
Temporal and structural heterogeneities emerging in adaptive temporal networks.
Physical Review E, 93 (4).
ISSN 2470-0045 (Print), 2470-0045 (Online)
(doi:10.1103/PhysRevE.93.040301)
Abstract
We introduce a model of adaptive temporal networks whose evolution is regulated by an interplay between node activity and dynamic exchange of information through links. We study the model by using a master equation approach. Starting from a homogeneous initial configuration, we show that temporal and structural heterogeneities, characteristic of real-world networks, spontaneously emerge. This theoretically tractable model thus contributes to the understanding of the dynamics of human activity and interaction networks.
Item Type: | Article |
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Uncontrolled Keywords: | Toy model, diffusion, burstness, degree heterogeneity |
Faculty / School / Research Centre / Research Group: | Faculty of Business Faculty of Business > Networks and Urban Systems Centre (NUSC) > Centre for Business Network Analysis (CBNA) Faculty of Business > Department of International Business & Economics |
Last Modified: | 04 May 2018 15:46 |
URI: | http://gala.gre.ac.uk/id/eprint/19631 |
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