Network Role Mining and Analysis
tarafından
Doran, Derek. author.
Başlık
:
Network Role Mining and Analysis
Yazar
:
Doran, Derek. author.
ISBN
:
9783319538860
Yazar
:
Doran, Derek. author.
Edisyon
:
1st ed. 2017.
Fiziksel Niteleme
:
XI, 101 p. 16 illus., 8 illus. in color. online resource.
Seri
:
SpringerBriefs in Complexity,
İçindekiler
:
Network Role Mining and Analysis: An Overview -- Implied Role Mining -- Equivalence-Based Role Mining -- Deterministic Blockmodeling -- Stochastic Blockmodeling -- Advanced Computational Methods -- Concluding Remarks.
Özet
:
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.
Konu Başlığı
:
Data mining.
Big data.
Consciousness.
Data Mining and Knowledge Discovery. http://scigraph.springernature.com/things/product-market-codes/I18030
Applications of Graph Theory and Complex Networks. http://scigraph.springernature.com/things/product-market-codes/P33010
Complex Systems. http://scigraph.springernature.com/things/product-market-codes/M13090
Big Data/Analytics. http://scigraph.springernature.com/things/product-market-codes/522070
Personality and Social Psychology. http://scigraph.springernature.com/things/product-market-codes/Y20050
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 223075-1001 | QA76.9 .D343 | Springer E-Book Collection |