Computer Science Department Faculty of Sciences of the University of Porto |
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2022/2023 Edition |
Instructors: |
Main Resources: |
Handouts | Videos | Useful Links | Evaluation
Class | Date | Description |
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#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 |