【社交计算与社会网络分析】Network Analysis
https://www.youtube.com/watch?v=aD_clMHcD0o&list=PLriUvS7IljvkBLqU4nPOZtAkp7rgpxjg1
视频选集
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Network Analysis. Course introduction.
00:43
Network Analysis. Lecture 1. Introduction to Network Science
43:44
Network Analysis. Lecture 2. Power laws.
01:14:33
Network Analysis. Lecture 3. Random graphs.
01:18:06
Network Analysis. Lecture 4. Small world and dynamical growth models.
01:27:27
Network Analysis. Lecture 5. Centrality measures.
01:30:43
Network Analysis. Lecture 6. Link Analysis
01:33:15
Network Analysis. Lecture 7. Structural Equivalence and Assortative Mixing
01:17:32
Network Analysis. Lecture 8. Network communitites
01:17:49
Network Analysis. Lecture 9. Graph partitioning algorithms
01:33:45
Network Analysis. Lecture10. Community detection
01:43:07
Network Analysis. Lecture 11. Diffusion and random walks on graphs
01:11:15
Network Analysis. Lecture12. Epidemics
01:10:04
Network Analysis. Lecture 13. Epidemics on networks
01:36:16
Network Analysis. Lecture 14. Social contagion and spread of information.
01:33:17
Network Analysis. Lecture 15. Diffusion of innovation and influence maximization
01:46:57
Network Analysis. Lecture 16. Social learning
01:09:49
Network Analysis. Lecture 17 (part 1). Label propagation on graphs.
01:07:01
Network Analysis. Lecture 17 (part 2). Label propagation on graphs.
55:49
Network Analysis. Lecture 18. Link prediction.
01:20:20
Network Analysis. Lecture 19. Models of spatial segregation
57:26
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