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Network Analysis
Methodological Foundations
Taschenbuch von Thomas Erlebach (u. a.)
Sprache: Englisch

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Beschreibung
¿Network¿ is a heavily overloaded term, so that ¿network analysis¿ means different things to different people. Specific forms of network analysis are used in the study of diverse structures such as the Internet, interlocking directorates, transportation systems, epidemic spreading, metabolic pathways, the Web graph, electrical circuits, project plans, and so on. There is, however, a broad methodological foundation which is quickly becoming a prerequisite for researchers and practitioners working with network models.

From a computer science perspective, network analysis is applied graph theory. Unlike standard graph theory books, the content of this book is organized according to methods for specific levels of analysis (element, group, network) rather than abstract concepts like paths, matchings, or spanning subgraphs. Its topics therefore range from vertex centrality to graph clustering and the evolution of scale-free networks.

In 15 coherent chapters, this monograph-like tutorial book introduces and surveys the concepts and methods that drive network analysis, and is thus the first book to do so from a methodological perspective independent of specific application areas.
¿Network¿ is a heavily overloaded term, so that ¿network analysis¿ means different things to different people. Specific forms of network analysis are used in the study of diverse structures such as the Internet, interlocking directorates, transportation systems, epidemic spreading, metabolic pathways, the Web graph, electrical circuits, project plans, and so on. There is, however, a broad methodological foundation which is quickly becoming a prerequisite for researchers and practitioners working with network models.

From a computer science perspective, network analysis is applied graph theory. Unlike standard graph theory books, the content of this book is organized according to methods for specific levels of analysis (element, group, network) rather than abstract concepts like paths, matchings, or spanning subgraphs. Its topics therefore range from vertex centrality to graph clustering and the evolution of scale-free networks.

In 15 coherent chapters, this monograph-like tutorial book introduces and surveys the concepts and methods that drive network analysis, and is thus the first book to do so from a methodological perspective independent of specific application areas.
Zusammenfassung

Includes supplementary material: [...]

Inhaltsverzeichnis
Fundamentals.- I Elements.- Centrality Indices.- Algorithms for Centrality Indices.- Advanced Centrality Concepts.- II Groups.- Local Density.- Connectivity.- Clustering.- Role Assignments.- Blockmodels.- Network Statistics.- Network Comparison.- Network Models.- Spectral Analysis.- Robustness and Resilience.
Details
Erscheinungsjahr: 2005
Fachbereich: Datenkommunikation, Netze & Mailboxen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 488
Reihe: Theoretical Computer Science and General Issues
Inhalt: xii
472 S.
ISBN-13: 9783540249795
ISBN-10: 3540249796
Sprache: Englisch
Herstellernummer: 11394051
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: Erlebach, Thomas
Brandes, Ulrik
Herausgeber: Ulrik Brandes/Thomas Erlebach
Auflage: 2005
Hersteller: Springer Berlin
Springer Berlin Heidelberg
Theoretical Computer Science and General Issues
Maße: 235 x 155 x 27 mm
Von/Mit: Thomas Erlebach (u. a.)
Erscheinungsdatum: 09.02.2005
Gewicht: 0,733 kg
preigu-id: 102414517
Zusammenfassung

Includes supplementary material: [...]

Inhaltsverzeichnis
Fundamentals.- I Elements.- Centrality Indices.- Algorithms for Centrality Indices.- Advanced Centrality Concepts.- II Groups.- Local Density.- Connectivity.- Clustering.- Role Assignments.- Blockmodels.- Network Statistics.- Network Comparison.- Network Models.- Spectral Analysis.- Robustness and Resilience.
Details
Erscheinungsjahr: 2005
Fachbereich: Datenkommunikation, Netze & Mailboxen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 488
Reihe: Theoretical Computer Science and General Issues
Inhalt: xii
472 S.
ISBN-13: 9783540249795
ISBN-10: 3540249796
Sprache: Englisch
Herstellernummer: 11394051
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: Erlebach, Thomas
Brandes, Ulrik
Herausgeber: Ulrik Brandes/Thomas Erlebach
Auflage: 2005
Hersteller: Springer Berlin
Springer Berlin Heidelberg
Theoretical Computer Science and General Issues
Maße: 235 x 155 x 27 mm
Von/Mit: Thomas Erlebach (u. a.)
Erscheinungsdatum: 09.02.2005
Gewicht: 0,733 kg
preigu-id: 102414517
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