Local Community Detection

Local Community Detection refers to the process of identifying local community structures within complex network graphs, aiming to uncover the close relationships and clustering characteristics among nodes. This technique optimizes the internal connection density and external connection sparsity of communities, enabling a refined analysis of network structures. Its application value lies in revealing hidden patterns and functional modules within networks, providing crucial support for fields such as social network analysis, bioinformatics, and recommendation systems.