網路科學與社會計算
Network Science & Social Computing
| 節 | 週四 |
|---|---|
A 18:30–19:20 | 網路科學與社會計算 MB312（光復） 3 節連堂 |
B 19:30–20:20 | |
C 20:30–21:20 |
* 根據陽明交大上課時間表所列
The technologies and applications of Web 2.0 and social networks are increasingly promising and have become a new paradigm of computing platform, operation model, and decision mechanism for digital service industries. The course introduces the trends, concepts, methodologies, and the emerging applications of network science and social computing. By the end of semester, the graduate students should be able to apply the discussed methods to indentify, evaluate, and realize social network applications.
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Homework (10%) Participation(10%) Presentation (30%) Midterm (30%) Term Project (20%)
Trends and Concepts of Network Science
1.Trends in Web2.0 & Social Networks 2. Concepts of Network Science
- 講授：
- 24
Methodology and Application of Social Computing
1.Methods of Social Computing 2. Applications of Social Computing
- 講授：
- 24
| 週次 | 主題 |
|---|---|
| 第 1 週 | The Trends in Web 2.0: Implications of blog, Flicks, YouTube, Wikis, mashups, widgets 2025-09-04(四) |
| 第 2 週 | The Trends in Social Networks: Implications of MSN, Myspace, LinkedIn, Facebook, Twitter 2025-09-11(四) |
| 第 3 週 | Concepts of Network Science (1): The Random Universe & Six-Degree of Separation 2025-09-18(四) |
| 第 4 週 | Concepts of Network Science (2): The Small Words & Scale-Free Networks 2025-09-25(四) |
| 第 5 週 | Concepts of Network Science (3): The 80/20 Rule & The Long Tail Effect 2025-10-02(四) |
| 第 6 週 | Concepts of Network Science (4): Hub and Connectors 2025-10-09(四) |
| 第 7 週 | Concepts of Network Science (5): Influence Network and Diffusion Dynamics 2025-10-16(四) |
| 第 8 週 | Social Network Analysis & Computing (1): Network and Relations 2025-10-23(四) |
| 第 9 週 | Social Network Analysis & Computing (2): Sociometric Analysis and Graph Theory 2025-10-30(四) |
| 第 10 週 | Social Network Analysis & Computing (3): Points, Line, and Density 2025-11-06(四) |
| 第 11 週 | Social Network Analysis & Computing(4): Centrality and Centralization 2025-11-13(四) |
| 第 12 週 | Social Network Analysis & Computing(5): Component, Cores, and Cliques 2025-11-20(四) |
| 第 13 週 | Social Network Analysis & Computing (6): Position, Role, and Cluster 2025-11-27(四) |
| 第 14 週 | Emerging Applications (1): Social Digital Media 2025-12-04(四) |
| 第 15 週 | Emerging Applications (2): Social Electronic Commerce 2025-12-11(四) |
| 第 16 週 | Emerging Applications (3): Social Knowledge Management 2025-12-18(四) |
1. David Easley, 2010, Networks, Crowds, and Markets: Reasoning About a Highly Connected World, Cambridge University Press 2, Mark Newman, 2010, Networks, Oxford University Press 3. Ted G Lewis, 2009, Network Science: Theory and Applications, Wiley. 4. Albert-Laszlo Barabasi, 2003, Linked: How Everything Is Connected to Everything Else and What It Mean, Plume. 5. John P Scott, 2000, Social Network Analysis: A Handbook, Sage Publications Ltd; 2nd edition
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