國立高雄大學圖資館 |

Language: English

Back

Network role mining and analysis

Doran, Derek.

Network role mining and analysis

Record Type:	Electronic resources : Monograph/item
Title/Author:	Network role mining and analysisby Derek Doran.
Author:	Doran, Derek.
Published:	Cham :Springer International Publishing :2017.
Description:	xi, 101 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Data mining.
Online resource:	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
LDR:01762nmm a2200337 a 4500 001 508884
003 DE-He213
005 20170320225938.0
006 m d
007 cr nn 008maaau
008 171121s2017 gw s 0 eng d
020 $a 9783319538860$q(electronic bk.)
020 $a 9783319538853$q(paper)
024 7 $a 10.1007/978-3-319-53886-0 $2 doi
035 $a 978-3-319-53886-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a UYQE $2 bicssc
072 7 $a COM021030 $2 bisacsh
082 0 4 $a 006.312 $2 23
090 $a QA76.9.D343 $b D693 2017
100 1 $a Doran, Derek. $3 775318
245 1 0 $a Network role mining and analysis $h [electronic resource] / $c by Derek Doran.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xi, 101 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in complexity, $x 2191-5326
505 0 $a Network Role Mining and Analysis: An Overview -- Implied Role Mining -- Equivalence-Based Role Mining -- Deterministic Blockmodeling -- Stochastic Blockmodeling -- Advanced Computational Methods -- Concluding Remarks.
520 $a 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.
650 0 $a Data mining. $3 184440
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Applications of Graph Theory and Complex Networks. $3 759901
650 2 4 $a Complex Systems. $3 558544
650 2 4 $a Big Data/Analytics. $3 742047
650 2 4 $a Personality and Social Psychology. $3 338284
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in complexity. $3 557824
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-53886-0
950 $a Computer Science (Springer-11645)