Network Analysis Literacy A Practical Approach to the Analysis of Networks /

This book presents a perspective of network analysis as a tool to find and quantify significant structures in the interaction patterns between different types of entities. Moreover, network analysis provides the basic means to relate these structures to properties of the entities. It has proven itse...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zweig, Katharina A. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Vienna : Springer Vienna : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Lecture Notes in Social Networks,
Temas:
Social sciences-Data processing.
Graph theory.
Dynamics.
Nonlinear theories.
System theory.
Data mining.
Computer Application in Social and Behavioral Sciences.
Graph Theory.
Applied Dynamical Systems.
Complex Systems.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Dedication
  • Preface
  • Part I Introduction
  • A First Encounter
  • Graph Theory, Social Network Analysis, and Network Science
  • Definitions
  • Part II Methods
  • Classic Network Analytic Measures
  • Network Representations of Complex Systems
  • Random Graphs and Network Models
  • Random Graphs as Null Models
  • Understanding and Designing Network Measures
  • Centrality Indices
  • Part III Literacy
  • Literacy: Data Quality, Entities and Nodes
  • Literacy: Relationships and Relations
  • Literacy: When is a Network Model Explanatory?
  • Literacy: Choosing the Best Null Model
  • Literacy Interpretation
  • Ethics in Network Analysis
  • Appendix A - The structure and typical outlets of network analytic papers
  • Appendix B - Glossary
  • Appendix C - Solutions to the Problems
  • Name Index
  • Subject Index.

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