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Computer Science Department Faculty of Sciences of the University of Porto |
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Network Science
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2019/2020 Edition |
Important: carefully read the following page with changes made because of the ongoing pandemy
Information about Distance Learning in this Course (UPDATED)
All "face to face" classes suspended at the University of Porto!
(see official communication)
Instructor: |
Main Links: |
Homework and other important dates
- Homework #01 (available: 07/03 | due: 23/03) [grades]
- Homework #02 (available: 31/03 | due: 20/04) [grades]
- Homework #03 (available: 08/05 | due: 29/05) [grades]
- Article Presentations (due: 12/06)
- Project (due: 19/07)
Overview of Classes
| Date | Class | Description |
|---|---|---|
| 11/02 | #01 and #02 | Course Overview; Introduction and Motivation; Fundamental Graph Concepts |
| 18/02 | #03 and #04 | Network Models I: Random Networks Erdos-Renyi; Small-World and Watts Strogatz, Power Laws |
| 03/03 | #05 and #06 | Network Models II: Preferential Attachments; Node Centralities Pratical: Graph Visualization and Exploration with Gephi |
| 10/03 | #07 and #08 | Link Analysis: HITS and PageRank; supporting the 1st homework; |
| 17/03 | #09 and #10 | Informations about distance learning; supporting the 1st homework |
| 24/03 | #11 and #12 | Structural Roles; Community Discovery |
| 31/03 | #13 and #14 | Subgraph Patterns |
| 14/04 | #15 and #16 | supporting the 2nd homework |
| 21/04 | #17 and #18 | Diffusion and Cascading Behavior - Part 1 (Decision Based Models) |
| 28/04 | #19 and #20 | Diffusion and Cascading Behavior - Part 2 (Probabilistic Models) |
| 12/05 | #21 and #22 | supporting the 3rd homework |
| 19/05 | #23 and #24 | Network Construction |
| 26/05 | #25 and #26 | supporting article presentation and project |