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Temporal and structural heterogeneities emerging in adaptive temporal networks

Temporal and structural heterogeneities emerging in adaptive temporal networks

Aoki, Takaaki, Rocha, Luis E. C. ORCID: 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:https://doi.org/10.1103/PhysRevE.93.040301)

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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
Uncontrolled Keywords: Toy model, diffusion, burstness, degree heterogeneity
Faculty / Department / Research Group: Faculty of Business
Faculty of Business > Centre for Business Network Analysis
Faculty of Business > Department of International Business & Economics
Last Modified: 04 May 2018 15:46
Selected for GREAT 2016: None
Selected for GREAT 2017: None
Selected for GREAT 2018: None
Selected for GREAT 2019: None
URI: http://gala.gre.ac.uk/id/eprint/19631

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