Click Here to Download: https://ouo.io/bCc9HR Network Role Mining and Analysis By: Derek Doran Publisher: Springer Print ISBN: 9783319538853, 3319538853 eText ISBN: 9783319538860, 3319538861 Copyright year: 2017 Format: PDF Available from $ 69.99 USD SKU 9783319538860 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.
