通过高阶网络整合虚拟和物理互动,控制流行病

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Chaos Solitons & Fractals Pub Date : 2024-10-12 DOI:10.1016/j.chaos.2024.115592
Santiago Lamata-Otín , Adriana Reyna-Lara , Jesús Gómez-Gardeñes
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引用次数: 0

摘要

在我们日益数字化的社会背景下,虚拟互动已成为日常交流不可或缺的一部分,是对传统面对面互动的补充。然而,在疫情控制方面,这些数字途径往往被忽视,特别是在数字接触追踪方面,为此量身定制的可穿戴应用的采用率仍然不尽如人意。本研究阐明了虚拟环境在传染病爆发管理中的关键作用。我们开发了一个综合框架,将各种检测策略结合在一起,以评估虚拟工具在控制流行病浪潮方面的功效,类似于传统的接触追踪方法。我们的分析扩展到虚拟平台特有的高阶交互动态及其对疫情控制的贡献。此外,我们还研究了物理和虚拟互动之间的相互作用,即在日常场景中,调整互动以优化疫情控制。我们的研究结果强调了虚拟互动在疫情管理中的关键作用,表明当前的社会结构本质上支持创新的检测和控制策略。
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Integrating Virtual and Physical Interactions through higher-order networks to control epidemics
In the context of our increasingly digitalized society, virtual interactions have become integral to daily communication, complementing traditional face-to-face interactions. These digital pathways, however, are often overlooked in the context of epidemic control, particularly in Digital Contact Tracing, where adoption rates of tailored wearable applications for this purpose remain suboptimal. This study elucidates the key role of the virtual environment in managing infectious disease outbreaks. We develop an integrated framework that combines various detection strategies to assess the efficacy of virtual tools in bending epidemic waves, analogous to conventional Contact Tracing approaches. Our analysis extends to the dynamics of higher-order interactions — characteristic of virtual platforms — and their contribution to epidemic control. Furthermore, we investigate the interplay between physical and virtual interactions, that aligned interactions optimize epidemic control in daily routine scenarios. Our findings underscore the critical role of virtual interactions in epidemic management, suggesting that current societal structures inherently support innovative detection and control strategies.
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
期刊最新文献
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