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.
| ISBN: | 9783319538853 |
| Publication date: | 27th March 2017 |
| Author: | Derek Doran |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Paperback |
| Pagination: | 101 pages |
| Series: | SpringerBriefs in Complexity |
| Genres: |
Data mining Expert systems / knowledge-based systems Cybernetics and systems theory Psychology: the self, ego, identity, personality Combinatorics and graph theory Databases |
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.
Network Role Mining and Analysis features in the following genres: Data mining, Expert systems / knowledge-based systems, Cybernetics and systems theory, Psychology: the self, ego, identity, personality, Combinatorics and graph theory, Databases
Paperback. Not Available.
Network Role Mining and Analysis was written by Derek Doran and published by Springer an imprint of Springer International Publishing
Network Role Mining and Analysis has 101 pages
Yes it is part of SpringerBriefs in Complexity series