Higher-order temporal network effects through triplet evolution

Abstract We study the evolution of networks through ‘triplets’—three-node graphlets. We develop a method to compute a transition matrix to describe the evolution of triplets in temporal networks. To identify the importance of higher-order interactions in the evolution of networks, we compare both ar...

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Bibliographic Details
Main Authors: Qing Yao, Bingsheng Chen, Tim S. Evans, Kim Christensen
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-94389-w