Network Role Mining and Analysis (Paperback, 1st ed. 2017)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	SpringerBriefs in Complexity
Release date:	March 2017
First published:	2017
Authors:	Derek Doran
Dimensions:	235 x 155 x 6mm (L x W x T)
Format:	Paperback
Pages:	101
Edition:	1st ed. 2017
ISBN-13:	978-3-319-53885-3
Categories:	Books > Computing & IT > Computer communications & networking > General Books > Computing & IT > Applications of computing > Databases > Data mining
LSN:	3-319-53885-3
Barcode:	9783319538853

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