Emergence of social phases in human movement.

IF 2.2 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS
Yi Zhang, Debasish Sarker, Samantha Mitsven, Lynn Perry, Daniel Messinger, Udo Rudolph, Michael Siller, Chaoming Song
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引用次数: 0

Abstract

Recent empirical studies have found different thermodynamic phases for collective motion in animals. However, such a thermodynamic description of human movement remains unclear. Existing studies of traffic and pedestrian flows have primarily focused on relatively high-speed mobility data, revealing only a fluidlike phase. This focus is partly because the parameter space of low-speed movement, which is governed predominantly by pairwise social interaction, remains largely uncharted. Here, we used ultrawideband radio frequency identification (UWB-RFID) technology to collect high-resolution spatiotemporal data on movements in four different classroom and playground settings. We observed two unique social phases in children's movements: a gaslike phase of free movement and a liquid-vapor coexistence phase characterized by the formation of small social groups. We also developed a simple statistical physics model that can reproduce different empirically observed phases. The proposed UWB-RFID technology can also be used to study the dynamics of active matter systems, including animal behavior, coordinating robotic swarms, and monitoring human interactions within complex systems, potentially benefiting future research in social physics.

人类运动中社会阶段的出现。
最近的实证研究发现,动物的集体运动有不同的热力学阶段。然而,对人类运动的这种热力学描述仍不清楚。现有的车流和人流研究主要集中在相对高速的移动数据上,只揭示了一个类似流体的阶段。之所以如此,部分原因是低速运动的参数空间在很大程度上仍是未知的,而低速运动主要由成对的社会互动所支配。在这里,我们利用超宽带射频识别(UWB-RFID)技术收集了四种不同教室和操场环境中运动的高分辨率时空数据。我们在儿童的运动中观察到两个独特的社会阶段:自由运动的气态阶段和以形成小社会群体为特征的液态-气态共存阶段。我们还建立了一个简单的统计物理模型,该模型可以再现经验观察到的不同阶段。拟议的 UWB-RFID 技术还可用于研究活动物质系统的动态,包括动物行为、协调机器人群和监测复杂系统中的人类互动,从而为未来的社会物理学研究带来潜在的益处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Physical Review E
Physical Review E PHYSICS, FLUIDS & PLASMASPHYSICS, MATHEMAT-PHYSICS, MATHEMATICAL
CiteScore
4.50
自引率
16.70%
发文量
2110
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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