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|Title:||A coevolving model based on preferential triadic closure for social media networks|
|Authors:||Li, M. |
|Source:||Li, M., Zou, H., Guan, S., Gong, X., Li, K., Di, Z., Lai, C.-H. (2013). A coevolving model based on preferential triadic closure for social media networks. Scientific Reports 3 : -. ScholarBank@NUS Repository. https://doi.org/10.1038/srep02512|
|Abstract:||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.|
|Source Title:||Scientific Reports|
|Appears in Collections:||Staff Publications|
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