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Network role mining and analysis

Doran, Derek.

Network role mining and analysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Network role mining and analysisby Derek Doran.
作者:	Doran, Derek.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xi, 101 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Data mining.
電子資源:	http://dx.doi.org/10.1007/978-3-319-53886-0
ISBN:	9783319538860$q(electronic bk.)

Network role mining and analysis
Doran, Derek.

Network role mining and analysis[electronic resource] /by Derek Doran. - Cham :Springer International Publishing :2017. - xi, 101 p. :ill., digital ;24 cm. - SpringerBriefs in complexity,2191-5326. - SpringerBriefs in complexity..

Network Role Mining and Analysis: An Overview -- Implied Role Mining -- Equivalence-Based Role Mining -- Deterministic Blockmodeling -- Stochastic Blockmodeling -- Advanced Computational Methods -- Concluding Remarks.

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: 9783319538860$q(electronic bk.)

Standard No.: 10.1007/978-3-319-53886-0doiSubjects--Topical Terms:

184440
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Network role mining and analysis
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