EAN: 9783319538853

SPRINGERBRIEFS IN COMPLEXITY NETWORK ROLE MIN...

This brief presents readers with a summary of classic  modern  and state-of-the-art methods for
discovering the roles of entities in networks (including social networks) that range from small
to large-scale. It classifies methods by their mathematical underpinning  whether they are
driven by implications about entity behaviors in system  or if they are purely data driven. The
brief also discusses when and how each method should be applied  and discusses some outstanding
challenges toward the development of future role mining methods of each type.

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