Structural balance in real-world social networks: incorporating direction and transitivity in measuring partial balance
Rezvaneh Rezapour,
Ly Dinh,
Lan Jiang
et al.
Abstract:Structural balance theory predicts that triads in networks gravitate towards stable configurations. This theory has been verified for undirected graphs. Since real-world networks are often directed, we introduce a novel method for considering both transitivity and sign consistency for evaluating partial balance in signed digraphs. We test our approach on graphs constructed by using different methods for identifying edge signs: natural language processing to infer signs from underlying text data, and self-repor… Show more
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