The expansion of the web and emergence of a large number of social networking sites
(SNS) have empowered users to easily interconnect on a shared platform. A social network …

The modern science of networks has brought significant advances to our understanding of
complex systems. One of the most relevant features of graphs representing real systems is …

Uncovering the community structure exhibited by real networks is a crucial step toward an
understanding of complex systems that goes beyond the local organization of their …

The proposed survey discusses the topic of community detection in the context of Social
Media. Community detection constitutes a significant tool for the analysis of complex …

Community structure is one of the most important features of real networks and reveals the
internal organization of the nodes. Many algorithms have been proposed but the crucial …

Networks have become a key approach to understanding systems of interacting objects,
unifying the study of diverse phenomena including biological organisms and human …

Many networks in nature, society and technology are characterized by a mesoscopic level of
organization, with groups of nodes forming tightly connected units, called communities or …

“But although, as a matter of history, statistical mechanics owes its origin to investigations in
thermodynamics, it seems eminently worthy of an independent development, both on …

Many real‐world networks are intimately organized according to a community structure.
Much research effort has been devoted to develop methods and algorithms that can …

Most methods proposed to uncover communities in complex networks rely on their structural
properties. Here we introduce the stability of a network partition, a measure of its quality …