18-09-04¶

Albert László Barabási, Network Science

Original

0 Personal Intro¶

1 Intro¶

1. 1 Vulnerability Due to Interconnectivity¶

1. 2 Networks at the Heart of Complex Systems¶

1. 3 Two Forces Helped the Emergence of Network Science¶

The Emergence of Network Maps¶

The Universality of Network Characteristics¶

1. 4 The Characteristics of Network Science¶

Interdisciplinary Nature¶

Empirical, Data Driven Nature¶

Quantitative and Mathematical Nature¶

Computational Nature¶

1. 5 Societal Impact¶

Economic Impact: From Web Search to Social Networking¶

Health: From Drug Design to Metabolic Engineering¶

Security: Fighting Terrorism¶

Epidemics: from Forecasting to Halting Deadly Viruses¶

Neuroscience: Mapping the Brain¶

Management: Uncovering the Internal Structure of an Organization¶

1. 6 Scientific Impact¶

1. 7 Summary¶

1. 8 Homework¶

1. 9¶

2. Graph Theory¶

3. Random Networks¶

4. The Scale-Free Property¶

5. The Barabási-Albert Model¶

6. Evolving Networks¶

7. Degree Correlations¶

8. Network Robustness¶

9. Communities¶

10. Spreading Phenomena¶

[ref][ref01]