Exploring temporal community evolution: algorithmic approaches and parallel optimization for dynamic community detection
Naw Safrin Sattar,
Aydin Buluc,
Khaled Z. Ibrahim
et al.
Abstract:Dynamic (temporal) graphs are a convenient mathematical abstraction for many practical complex systems including social contacts, business transactions, and computer communications. Community discovery is an extensively used graph analysis kernel with rich literature for static graphs. However, community discovery in a dynamic setting is challenging for two specific reasons. Firstly, the notion of temporal community lacks a widely accepted formalization, and only limited work exists on understanding how commun… Show more
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