Suppr超能文献

由于人类流动而出现的接触网络。

Emergence of encounter networks due to human mobility.

作者信息

Riascos A P, Mateos José L

机构信息

Department of Civil Engineering, Universidad Mariana, San Juan de Pasto, Colombia.

Instituto de Física, Universidad Nacional Autónoma de México, Ciudad de México, México.

出版信息

PLoS One. 2017 Oct 12;12(10):e0184532. doi: 10.1371/journal.pone.0184532. eCollection 2017.

Abstract

There is a burst of work on human mobility and encounter networks. However, the connection between these two important fields just begun recently. It is clear that both are closely related: Mobility generates encounters, and these encounters might give rise to contagion phenomena or even friendship. We model a set of random walkers that visit locations in space following a strategy akin to Lévy flights. We measure the encounters in space and time and establish a link between walkers after they coincide several times. This generates a temporal network that is characterized by global quantities. We compare this dynamics with real data for two cities: New York City and Tokyo. We use data from the location-based social network Foursquare and obtain the emergent temporal encounter network, for these two cities, that we compare with our model. We found long-range (Lévy-like) distributions for traveled distances and time intervals that characterize the emergent social network due to human mobility. Studying this connection is important for several fields like epidemics, social influence, voting, contagion models, behavioral adoption and diffusion of ideas.

摘要

目前有大量关于人类流动性和相遇网络的研究工作。然而,这两个重要领域之间的联系直到最近才刚刚开始。很明显,两者密切相关:流动性产生相遇,而这些相遇可能引发传染现象甚至友谊。我们对一组随机漫步者进行建模,它们按照类似于 Lévy 飞行的策略访问空间中的地点。我们测量空间和时间中的相遇情况,并在漫步者多次重合后建立它们之间的联系。这产生了一个以全局量为特征的时间网络。我们将这种动态与纽约市和东京这两个城市的真实数据进行比较。我们使用基于位置的社交网络四方网(Foursquare)的数据,得到这两个城市的涌现时间相遇网络,并将其与我们的模型进行比较。我们发现了出行距离和时间间隔的长程(类似 Lévy 分布)分布,这些分布表征了由人类流动性产生的涌现社会网络。研究这种联系对于诸如流行病、社会影响、投票、传染模型、行为采用和思想传播等多个领域都很重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc01/5638260/91bb9054ef40/pone.0184532.g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验