Part 3: Temporal Data Applications

Part 3 introduces temporal data applications, including problems related to stock market volatility prediction, change-point analysis of goods prices and sales volumes, and epidemic spread through dynamic animal interaction networks. In this part, we will get an overview of vertex- and edge-based centrality metrics, extensions of network data structures to simplicial complexes, triadic closure, and dynamic epidemic models.

Part 3 has the following chapters:

• Chapter 6, Stock Market Data
• Chapter 7, Goods Prices/Sales Data
• Chapter 8, Dynamic Social Networks