Community evolution prediction based on feature change patterns in social networks

Community evolution prediction based on feature change patterns in social networks

Abstract Predicting community evolution in dynamic social networks is crucial for relevant authorities to understand trends and implement safety measures in advance. Most existing algorithms for predicting community evolution rely on extracting community state features to forecast evolutionary event...

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Bibliographic Details
Main Authors:	Jingyi Ding, Guojing Sun, Tiwen Wang, Licheng Jiao, Junzhao Du, Jianshe Wu, Hongfei Wang, Ruohui Cheng
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Series:	Scientific Reports
Subjects:	Community evolution prediction Feature change patterns Parallel long short-term memory model Critical events Social network analysis
Online Access:	https://doi.org/10.1038/s41598-025-91766-7
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