Network and Graph Concepts

Essential Network Concepts

• Types of Networks: Scale-Free, Power Law, and Degree Distribution

Measures of Influence

• Node Influence Measures
• Betweenness Centrality: Topical Brokers
• Latent Topical Brokers
• Influence Distribution

Network Structure Measures

• Modularity Measure and Community Detection Algorithms
• Force Atlas Layout Algorithm
• Jenks Natural Breaks Clusterization
• Influence Propagation

Structural Gaps

• Structural Gaps as the Source of Ideas

Graph Theory Applications

• Applications of Graph Theory: Questions & Answers