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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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2025/2026 Edition |
Instructor: |
Main Resources:
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Links
Handouts | Videos | Useful Links | Evaluation
Evaluation Deliverables
- Homework #01 (available: 17/03 | due:
29/0331/03) - Homework #02 (available: 21/04 | due:
12/0515/05) - Goals for test (26/05, 9:30, Room: FC2 009)
- Project (deliverables until 30/06 | presentations: 01/07, 02/07 and 03/07)
Overview of Classes:
| Date | Class | Description |
|---|---|---|
| 24/02 | #01 | Course Overview Introduction and Motivation Fundamental Graph Concepts |
| 03/03 | #02 | Measuring Graphs and Results on Real Networks Erdös-Renyi Random Graph Model Watts–Strogatz Small-World Model |
| 10/03 | #03 | Power Laws and the Preferential Attachment Model Node Centrality |
| 17/03 | #04 | Network Analysis and Visualization with Gephi Presenting Homework #01 |
| 24/03 | #05 |
Link Analysis (Supporting Homework #01) |
| 14/04 | #06 | Subgraph Patterns |
| 21/04 | #07 |
Structural Roles and Community Discovery Presenting Homework #02 |
| 28/04 | #08 | NetworkX and other code APIs Supporting Homework #02 |
| 05/05 | ----- | Academic Week |
| 12/05 | #09 | Network Construction Test Preparation Project Preparation |
| 19/05 | #10 | Predicted: Revisions / Project Preparation |
| 26/05 | #11 | Written Test during class |
| 02/06 | #12 | Predicted: Link Prediction / Other Topics / Project Preparation |