In this note we briefly study the feasibility of community detection in
complex networks using peripheral vertices. Our method suggests a novel
direction in axiomizing the problem of clustering in graphs and complex
networks by looking at the topological role each vertex plays in the community
structure, regardless of the attributes. The promising strength of
pseudo-peripheral vertices as a lever for analysis of complex networks is also
demonstrated on real-world data