Computer Science Department
Faculty of Sciences of the University of Porto
Network Science
(
CC4063
/
CC4095
)
2022/2023 Edition
Instructor:
Pedro Ribeiro
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
Homework #01
(available: 13/03 | due: 02/04)
Homework #02
(available: 17/04 | due: 07/05)
Goals for test
(22/05, 16:00, Room:
FC4 1.26
) (chance to improve on 14/06)
Project
(02/07)
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
Last Update: