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http://hdl.handle.net/10609/147723
Title: | Characterization of interactions' persistence in time-varying networks |
Author: | Bauzá Mingueza, Francisco Mario Floría Gomez-Gardenes, Jesus Arenas, Alex Cardillo, Alessio |
Others: | Universidad de Zaragoza Universitat Rovira i Virgili (URV) Universitat Oberta de Catalunya. Internet Interdisciplinary Institute (IN3) |
Citation: | Bauzá Mingueza, F., Floría, M., Gómez-Gardeñes, J., Arenas Moreno, A. & Cardillo, A. (2023). Characterization of interactions' persistence in time-varying networks. Scientific Reports, 13(765 ), 1-11. doi: 10.1038/s41598-022-25907-7 |
Abstract: | Many complex networked systems exhibit volatile dynamic interactions among their vertices, whose order and persistence reverberate on the outcome of dynamical processes taking place on them. To quantify and characterize the similarity of the snapshots of a time-varying network—a proxy for the persistence,—we present a study on the persistence of the interactions based on a descriptor named temporality. We use the average value of the temporality, T¯¯¯¯ , to assess how “special” is a given time-varying network within the configuration space of ordered sequences of snapshots. We analyse the temporality of several empirical networks and find that empirical sequences are much more similar than their randomized counterparts. We study also the effects on T¯¯¯¯ induced by the (time) resolution at which interactions take place. |
Keywords: | applied mathematics complex networks scientific data |
DOI: | https://doi.org/10.1038/s41598-022-25907-7 |
Document type: | info:eu-repo/semantics/article |
Version: | info:eu-repo/semantics/publishedVersion |
Issue Date: | 14-Jan-2023 |
Publication license: | https://creativecommons.org/licenses/by/4.0/ |
Linked data: | https://cardillo.web.bifi.es/data.html#flights https://cardillo.web.bifi.es/data.html#trade |
Appears in Collections: | Articles cientÍfics Articles |
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File | Description | Size | Format | |
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Characterization_of_interactions_persistence_in_time_varying_networks.pdf | 1,93 MB | Adobe PDF | View/Open |
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