Network Role Mining and Analysis

• Main Author: Doran, Derek (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: SpringerBriefs in Complexity,
• Subjects: Computer science.; Big data.; Data mining.; System theory.; Personality.; Social psychology.; Computer Science.; Data Mining and Knowledge Discovery.; Applications of Graph Theory and Complex Networks.; Complex Systems.; Big Data/Analytics.; Personality and Social Psychology.

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 implica...