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A coevolving model based on preferential triadic closure for social media networks. 2013

Menghui Li, and Hailin Zou, and Shuguang Guan, and Xiaofeng Gong, and Kun Li, and Zengru Di, and Choy-Heng Lai
Department of Physics, East China Normal University, Shanghai. 200241, P. R. China.

The dynamical origin of complex networks, i.e., the underlying principles governing network evolution, is a crucial issue in network study. In this paper, by carrying out analysis to the temporal data of Flickr and Epinions-two typical social media networks, we found that the dynamical pattern in neighborhood, especially the formation of triadic links, plays a dominant role in the evolution of networks. We thus proposed a coevolving dynamical model for such networks, in which the evolution is only driven by the local dynamics-the preferential triadic closure. Numerical experiments verified that the model can reproduce global properties which are qualitatively consistent with the empirical observations.

UI MeSH Term Description Entries
D008962 Models, Theoretical Theoretical representations that simulate the behavior or activity of systems, processes, or phenomena. They include the use of mathematical equations, computers, and other electronic equipment. Experimental Model,Experimental Models,Mathematical Model,Model, Experimental,Models (Theoretical),Models, Experimental,Models, Theoretic,Theoretical Study,Mathematical Models,Model (Theoretical),Model, Mathematical,Model, Theoretical,Models, Mathematical,Studies, Theoretical,Study, Theoretical,Theoretical Model,Theoretical Models,Theoretical Studies
D003198 Computer Simulation Computer-based representation of physical systems and phenomena such as chemical processes. Computational Modeling,Computational Modelling,Computer Models,In silico Modeling,In silico Models,In silico Simulation,Models, Computer,Computerized Models,Computer Model,Computer Simulations,Computerized Model,In silico Model,Model, Computer,Model, Computerized,Model, In silico,Modeling, Computational,Modeling, In silico,Modelling, Computational,Simulation, Computer,Simulation, In silico,Simulations, Computer
D061108 Social Media Platforms that provide the ability and tools to create and publish information accessed via the INTERNET. Generally these platforms have three characteristics with content user generated, high degree of interaction between creator and viewer, and easily integrated with other sites. Folksonomy,Mobile Social Media,Mobile Social Networks,Social Media Messaging,Social Tagging,Social Medium,Twitter Messaging,Web 2.0,Folksonomies,Media Messaging, Social,Media, Social,Messaging, Social Media,Messaging, Twitter,Mobile Social Medias,Mobile Social Network,Social Media Messagings,Social Media, Mobile,Social Network, Mobile,Social Taggings,Tagging, Social,Web 2.0s

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