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Computer Science Department Faculty of Sciences of the University of Porto |
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2020/2021 Edition |
Instructors: |
Main Resources: |
Links
Handouts | Videos | Useful Links | Evaluation
Homeworks
- Homework #01 (available: 15/03 | due:
11/0418/04) - Homework #02 (available: 19/04 | due:
16/0523/05) - Article Presentation (article chosen: 20/06 | video due: 27/06)
- Project (report due: 25/07 | remote presentations: 28 Jul)
Overview of Classes:
| Week | Date | Description |
|---|---|---|
| #01 | 15-19 Feb | Course Presentation |
| #02 | 22-26 Feb | Introduction, Motivation and Fundamentals |
| #03 | 1-5 Mar | Measuring Networks and Random Graph Models |
| #04 | 8-12 Mar | Preferential Attachment and Scale-Free Networks |
| #05 | 15-19 Mar | Node Centrality |
| #06 | 22-26 Mar | Pratical: Graph Visualization and Exploration with Gephi |
| #07 | 29 Mar - 02 Apr | Link Analysis |
| #08 | 12-16 Apr | Supporting 1st Homework |
| #09 | 19-23 Apr | Structural Roles and Community Discovery |
| #10 | 26-30 Apr | Subgraph Patterns |
| #11 | 03-07 May | Diffusion and Cascading Behavior - Part 1 (Decision Based Models) |
| #12 | 10-14 May | Diffusion and Cascading Behavior - Part 2 (Probabilistic Models) |
| #13 | 17-21 May | Supporting 2nd Homework |
| #14 | 24-28 May | no class given |
| #15 | 31 May - 4 Jun | Network Construction |
| #15 | 07-11 Jun | Supporting Article Presentation |
| #16 | 14-18 Jun | Supporting Project |