Lecture 08: Real World Networks

Slides: LibreOffice Impress ODP formatPDF

Addendum to the textbook

Outline:

    1. Historical intro: the hardness of collecting and analyzing real systems. Jacob Moreno

    2. How everything taught so far breaks down: the hairball

      1. The clique problem in bipartite-to-unipartite projections

      2. Pruning noise from weighted networks

    3. Network sampling

      1. Induced (Node & Edge)

      2. Topological (RW, Snowball, DFS, RDS)