No image available for this title
Penanda Bagikan

E Book

Network Analysis

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.‘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.

Ketersediaan

Tidak ada salinan data

Informasi Detail
Judul Seri
-
No. Panggil
-
Penerbit
Berlin : Springer.,
Deskripsi Fisik
XII, 472 p.online resource.
Bahasa
English
ISBN/ISSN
9783540319559
Klasifikasi
004.0151
Tipe Isi
-
Tipe Media
-
Tipe Pembawa
-
Edisi
1st ed.
Subjek
Computer communication systems.
Computer Communication Networks.
Algorithms.
Algorithm Analysis and Problem Complexity.
Data structures (Computer science).
Computer science—Mathematics.
Discrete Mathematics in Computer Science.
Data Structures.
Discrete mathematics.
Info Detail Spesifik
-
Pernyataan Tanggungjawab
Versi lain/terkait

Tidak tersedia versi lain

Lampiran Berkas
Tidak Ada Data
Komentar
Anda harus masuk sebelum memberikan komentar