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Leveraging similarity and community-based features for link prediction in temporal social networks using attention-enabled LSTM

Abstract Link prediction refers to predicting future or missing links within the social network. Static social networks, with their fixed topology, require less data analysis, making predicting future or missing links relatively easier than in dynamic social networks. Dynamic social networks change...

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Principais autores: Rohit Ahuja, Simranjit Kaur, Harish Kumar Shakya, Shashank Sheshar Singh
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-12-01
Serier:Scientific Reports
Fag:
Link prediction
Community detection
Temporal social networks
LSTM
Attention
Online adgang:https://doi.org/10.1038/s41598-025-25702-0
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