Computer Science Department
Faculty of Sciences of the University of Porto

 

Network Science
(CC4063 / M.IA019)

2025/2026 Edition

Instructor:

 

Main Resources:

  • Handouts (slides, lecture notes and auxiliary material)
  • YouTube - Videos of the classes (from previous remote editions)
  • Discord Server - Platform for interaction and communication

Links

Handouts | Videos | Useful Links | Evaluation

 Evaluation Deliverables

Overview of Classes:

    Date         Class       Description  
24/02 #01   Course Overview  
  Introduction and Motivation  
  Fundamental Graph Concepts  
03/03 #02   Measuring Graphs and Results on Real Networks  
  Erdös-Renyi Random Graph Model  
  Watts–Strogatz Small-World Model  
10/03 #03   Power Laws and the Preferential Attachment Model  
  Node Centrality  
17/03 #04   Network Analysis and Visualization with Gephi  
  Presenting Homework #01  
24/03 #05   Link Analysis  
  (Supporting Homework #01)