Computational Network Science An Algorithmic Approach 1st Edition Hexmoor

Computational Network Science An Algorithmic Approach – Ebook Instant Download/Delivery ISBN(s): 9780128008911,0128008911, 9780128011560, 0128011564

Product details:

• ISBN 10:0128011564
• ISBN 13: 9780128011560
• Author: Henry Hexmoor

The emerging field of network science represents a new style of research that can unify such traditionally-diverse fields as sociology, economics, physics, biology, and computer science. It is a powerful tool in analyzing both natural and man-made systems, using the relationships between players within these networks and between the networks themselves to gain insight into the nature of each field. Until now, studies in network science have been focused on particular relationships that require varied and sometimes-incompatible datasets, which has kept it from being a truly universal discipline.

Computational Network Science seeks to unify the methods used to analyze these diverse fields. This book provides an introduction to the field of Network Science and provides the groundwork for a computational, algorithm-based approach to network and system analysis in a new and important way. This new approach would remove the need for tedious human-based analysis of different datasets and help researchers spend more time on the qualitative aspects of network science research.

Table contents:

Chapter 1: Ubiquity of Networks

Chapter 2: Network Analysis

Chapter 3: Network Games

Chapter 4: Balance Theory

Chapter 5: Network Dynamics

Chapter 6: Diffusion and Contagion

Chapter 7: Influence Diffusion and Contagion

Chapter 8: Power in Exchange Networks

Chapter 9: Economic Networks

Chapter 10: Network Capital

Chapter 11: Network Organizations

Chapter 12: Emerging Trends

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