Computer Science Department
Faculty of Sciences of the University of Porto

 

Network Science
(CC4063 / CC4070)

2020/2021 Edition

Instructors:

 

Main Resources:

  • Handouts (slides, lecture notes and auxiliary material)
  • YouTube - Videos and summaries of the classes
  • Slack (register) - Platform for interaction and communication

Links

Handouts | Videos | Useful Links | Evaluation

 Evaluation Deliverables

Overview of Classes:

                               
    Date         Class       Description  
15/02 #01   Course Overview ; Introduction and Motivation  
16/02 #02   Fundamental Graph Concepts  
22/02 #03   Measuring Graphs and Results on Real Networks  
23/02 #04   Erdös-Renyi and Watts-Strogatz Random Graph Models  
01/03 #05   Preferential Attachment and Scale Free Networks  
02/03 #06   Fitting Power Laws  
08/03 #07   Node Centrality  
09/03 #08   Pratical: Graph Visualization and Exploration with Gephi  
15/03 #09   Link Analysis  
16/03 #10   Pratical: Supporting the 1st Homework  
22/03 #11   Structural Roles and Community Discovery  
23/03 #12   Pratical: Supporting the 1st Homework  
29/03 #13   Subgraph Patterns: Part 1 (Motifs, Graphlets and Orbits)  
30/03 #14   Subgraph Patterns: Part 2 (Counting Subgraphs)  
05/04 #15   Diffusion and Cascading Behavior - Part 1 (Decision Based Models)  
06/04 #16   Diffusion and Cascading Behavior - Part 2 (Probabilistic Models)  
03/05 #17   Supporting the 2nd Homework  
04/05 #18   Pratical: Supporting the 2nd Homework  
10/05 #19   Network Construction  
11/05 #20   Pratical: Supporting the 2nd and 3rd Homeworks  
17/05 #21   Pratical: Article and Project Presentation  
18/05 #22   Pratical: Supporting 3rd Homework  
24/05 #23   no class given  
25/05 #24   Pratical: Supporting 3rd Homework and Project  
31/05 #25   Guest Lecture  
01/06 #26   Pratical: Supporting the Project