Computer Science Department
Faculty of Sciences of the University of Porto

 

Network Science
(CC4063 / CC4095)

2022/2023 Edition

Instructor:

 

Main Resources:

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

Links

Handouts | Videos | Useful Links | Evaluation

 Evaluation Deliverables

Overview of Classes:

    Date         Class       Description  
13/02 #01 and #02   Course Overview
  Introduction and Motivation
  Fundamental Graph Concepts  
27/02 #03 and #04   Measuring Graphs and Results on Real Networks
  Erdös-Renyi Random Graph Model
  Watts–Strogatz Small-World Model  
06/03 #05 and #06   Power Laws and the Preferential Attachment Model
  Node Centrality  
13/03 #07 and #08   Link Analysis
  Graph Visualization and Exploration with Gephi
  Presenting Homework #01  
20/03 #09 and #10   Structural Roles and Community Discovery  
  Supporting Homework #01
27/03 #11 and #12   NetworkX Package
  Subgraph Patterns
  Supporting Homework #01
17/04 #13 and #14   Diffusion and Cascading Behavior: Decision Based Models  
  Diffusion and Cascading Behavior: Probabilistic Models 1  
  Presenting Homework #02  
24/04 #15 and #16   Diffusion and Cascading Behavior: Probabilistic Models 2  
  Network Construction I
  Supporting Homework #02
15/05 #17 and #18   Network Construction II
  Goals and Preparation for the Test
  Preparing the Project
22/05 #19 and #20   Written Test  
29/05 #21 and #22   Supporting the Project