/GraphMining-NetworkAnalysis

Graph Mining and Network Analysis exercises. Basics igraph library, link analysis, web page links and epidemic models.

Graph Mining and Network Analysis exercises

Hand Outs:

  1. Basics: Igraph implementations.
  2. Link Analysis: Link analysis metrics of a graph: Betweenness, CLC, Connectivity, Degree, PR, Hub/Authority Score.
  3. Web Page Links: Neumann kernels for link analysis.
  4. Epidemic models: SIR iterative method. Power Law distribution.