New Centrality Measures in Networks: How to Take Into Account the Parameters of the Nodes and Group Influence of Nodes to Nodes

ISBN-13: 9781032063195 / Angielski / Twarda / 2021 / 102 str.

Fuad Aleskerov; Sergey Shvydun; Natalia Meshcheryakova

Opis

This book presents a class of new centrality measures which take into account individual attributes of nodes, the possibility of group influence and long-range interactions and discusses all their new features. The book provides a wide range of applications of network analysis in several fields.

Spis treści

Introduction. 1. Centrality Indices in the Network Analysis. 1.1. Classical Centrality Measures. 1.2. Short and Long-Range Interaction Centrality (LRIC) Indices. 1.3. Power of Nodes Based on Their Interdependence. 1.4. Impact of Indirect Connections in Network Structures. 1.5. Conclusion. 2. Applications. 2.1. Key Borrower Detection in the Global Financial Network. 2.2. Network Analysis of the International Migration. 2.3. Network Analysis of the Global Trade. 2.4. Influence of Countries in the Global Food Network. 2.5. Influence of Countries in the Global Arms Transfers Network. 2.6. Power Distribution in the Networks of Terrorist Groups. 2.7. Network of International Economic Journals. 2.8. Conclusion.