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Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact

Passionate psychology behavior is a common behavior in everyday society but has been rarely studied on complex networks; so, it needs to be explored in more scenarios. In fact, the limited contact feature network will be closer to the real scene. In this paper, we study the influence of sensitive be...

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Detalles Bibliográficos
Autores principales: Liu, Siyuan, Tian, Yang, Zhu, Xuzhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955062/
https://www.ncbi.nlm.nih.gov/pubmed/36832669
http://dx.doi.org/10.3390/e25020303
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author Liu, Siyuan
Tian, Yang
Zhu, Xuzhen
author_facet Liu, Siyuan
Tian, Yang
Zhu, Xuzhen
author_sort Liu, Siyuan
collection PubMed
description Passionate psychology behavior is a common behavior in everyday society but has been rarely studied on complex networks; so, it needs to be explored in more scenarios. In fact, the limited contact feature network will be closer to the real scene. In this paper, we study the influence of sensitive behavior and the heterogeneity of individual contact ability in a single-layer limited-contact network, and propose a single-layer model with limited contact that includes passionate psychology behaviors. Then, a generalized edge partition theory is used to study the information propagation mechanism of the model. Experimental results show that a cross-phase transition occurs. In this model, when individuals display positive passionate psychology behaviors, the final spreading scope will show a second-order continuous increase. When the individual exhibits negative sensitive behavior, the final spreading scope will show a first-order discontinuous increase In addition, heterogeneity in individuals’ limited contact capabilities alters the speed of information propagation and the pattern of global adoption. Eventually, the outcomes of the theoretic analysis match those of the simulations.
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spelling pubmed-99550622023-02-25 Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact Liu, Siyuan Tian, Yang Zhu, Xuzhen Entropy (Basel) Article Passionate psychology behavior is a common behavior in everyday society but has been rarely studied on complex networks; so, it needs to be explored in more scenarios. In fact, the limited contact feature network will be closer to the real scene. In this paper, we study the influence of sensitive behavior and the heterogeneity of individual contact ability in a single-layer limited-contact network, and propose a single-layer model with limited contact that includes passionate psychology behaviors. Then, a generalized edge partition theory is used to study the information propagation mechanism of the model. Experimental results show that a cross-phase transition occurs. In this model, when individuals display positive passionate psychology behaviors, the final spreading scope will show a second-order continuous increase. When the individual exhibits negative sensitive behavior, the final spreading scope will show a first-order discontinuous increase In addition, heterogeneity in individuals’ limited contact capabilities alters the speed of information propagation and the pattern of global adoption. Eventually, the outcomes of the theoretic analysis match those of the simulations. MDPI 2023-02-06 /pmc/articles/PMC9955062/ /pubmed/36832669 http://dx.doi.org/10.3390/e25020303 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Siyuan
Tian, Yang
Zhu, Xuzhen
Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact
title Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact
title_full Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact
title_fullStr Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact
title_full_unstemmed Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact
title_short Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact
title_sort behavioral propagation based on passionate psychology on single networks with limited contact
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955062/
https://www.ncbi.nlm.nih.gov/pubmed/36832669
http://dx.doi.org/10.3390/e25020303
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