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Computer Science Department Faculty of Sciences of the University of Porto |
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2021/2022 Edition |
Instructors: |
Main Resources: |
Links
Handouts | Videos | Useful Links | Evaluation
Evaluation Deliverables
- Homework (available: 20/04 | due: 21/05)
- Presentation (video) (article selection: 04/06 | due: 11/06)
- Project (due: 02/07)
Overview of Classes:
| Week | Date | Description |
|---|---|---|
| #01 | 07-11 Mar | Course Presentation |
| #02 | 14-18 Mar | Introduction, Motivation and Fundamentals |
| #03 | 21-25 Mar | Measuring Networks; Random Graph Model |
| #04 | 28 Mar - 01 Apr | "Small-World" Model; Power Laws and Preferential Attachment |
| #05 | 04-08 Apr | Node Centrality |
| #06 | 18-22 Apr | Pratical: Graph Visualization and Exploration with Gephi |
| #07 | 25-29 Apr | Link Analysis |
| #08 | 09-13 May | Structural Roles and Community Discovery |
| #09 | 16-20 May | Subgraph Patterns |
| #10 | 23-27 May | Diffusion and Cascading Behavior - Part 1 (Decision Based Models) |
| #11 | 30 May - 03 Jun | Diffusion and Cascading Behavior - Part 2 (Probabilistic Models) |
| #12 | 06-10 Jun | Network Construction |