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Computer Science Department Faculty of Sciences of the University of Porto |
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2022/2023 Edition |
Instructors: |
Main Resources: |
Links
Handouts | Videos | Useful Links | Evaluation
Evaluation Deliverables
- Homework (available:
30/0313/04 | due:04/0518/05) - Presentation (article selection: 25/05 | due: 01/06)
- Project (due: 29/06)
Overview of Classes:
| Class | Date | Description |
|---|---|---|
| #01 | 23 Feb | Course Presentation |
| #02 | 02 Mar | Introduction, Motivation and Fundamentals |
| #03 | 09 Mar | Measuring Networks; Random Graph Model |
| #04 | 16 Mar | "Small-World" Model; Power Laws and Preferential Attachment |
| #05 | 23 Mar | Node Centrality |
| #06 | 30 Mar | Pratical: Graph Visualization and Exploration with Gephi |
| #07 | 13 Apr | Link Analysis |
| #08 | 20 Apr | Structural Roles and Community Discovery |
| #09 | 27 Apr | Subgraph Patterns |
| #10 | 04 May | Diffusion and Cascading Behavior - Part 1 (Decision Based Models) |
| #11 | 18 May | Diffusion and Cascading Behavior - Part 2 (Probabilistic Models) |
| #12 | 25 May | Network Construction |
| --- | 01 June | Article Presentation |
| --- | 29 June | Project Presentation |