Multilayer Social Networks

 Multilayer Social Networks

Table of contents

List of Abbreviations
1 Moving Out of Flatland
1.1 Multiple Social Networks in Our Everyday Experience
1.2 An Introductory Example
1.3 Scope and Other Learning Resources
1.4 Outline of the Book
1.5 Acknowledgments
2 Representing Multilayer Social Networks
2.1 Terminology and Model
2.2 Related Models
2.3 Data Sets
3 Measuring Multilayer Social Networks
3.1 Four Main Approaches
3.2 Actor Measures
3.3 Layer Measures
4 Data Collection and Preprocessing
4.1 Issues in Data Collection
4.2 Network Simplification
5 Visualizing Multilayer Networks
5.1 Four Main Approaches
5.2 Visualizing Multilayer Network Metrics
5.3 Visualizing Multilayer Network Structures
5.4 Augmented Networks: Structure + Measures
5.5 Simplified Network Visualization
6 Community Detection
6.1 Methods Based on Simplification
6.2 Combination of Single-Layer Communities
6.3 Multilayer Modularity Optimization
6.4 Multiple Actor Types
6.5 Community Interpretation, Evaluation, and Description
7 Edge Patterns
7.1 Edge Prediction
7.2 Layer Associativity
8 Formation of Multilayer Social Networks
8.1 General Properties for Social Network Formation
8.2 Single-Layer Network Formation
8.3 Multilayer Properties
8.4 Multilayer Formation Models
9 Information and Behavior Diffusion
9.1 Diffusion in Networks
9.2 Modeling Information Spreading
9.3 Opinion Formation and Behavior Adaptation
10 Future Directions
10.1 New Models and Measures
10.2 Multilayer Network Visualization
10.3 Communities and Other Groups
10.4 Formation, Diffusion, and Temporal Processes
10.5 Big Open Data
Glossary
Bibliography
Index

Errata

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