網路科學與社會計算
Network Science & Social Computing
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 網路科學與社會計算 MB312（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 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 2024-09-05(四) |
| 第 2 週 | The Trends in Social Networks: Implications of MSN, Myspace, LinkedIn, Facebook, Twitter 2024-09-12(四) |
| 第 3 週 | Theory of Network Science (1): The Random Universe & amp Six-Degree of Separation 2024-09-19(四) |
| 第 4 週 | Theory of Network Science (2): The Small Words & amp Scale-Free Networks 2024-09-26(四) |
| 第 5 週 | Theory of Network Science (3): The 80/20 Rule & amp The Long Tail Effect 2024-10-03(四) |
| 第 6 週 | Theory of Network Science (4): Hub & amp Connectors 2024-10-10(四) |
| 第 7 週 | Theory of Network Science (5): Information Cascades & amp Network Effects 2024-10-17(四) |
| 第 8 週 | Techniques of Social Computing (1): Graph Theory & amp Sociometric Analysis 2024-10-24(四) |
| 第 9 週 | Techniques of Social Computing (2): Social Ties & amp Relations 2024-10-31(四) |
| 第 10 週 | Techniques of Social Computing (3): Web Structure, Link Analysis & amp Web Search 2024-11-07(四) |
| 第 11 週 | Techniques of Social Computing (4): Centrality Measures and Metrics 2024-11-14(四) |
| 第 12 週 | Techniques of Social Computing (5): Homophily & amp Affiliation 2024-11-21(四) |
| 第 13 週 | Techniques of Social Computing (6): Cascading Behavior & amp Epidemics on Networks 2024-11-28(四) |
| 第 14 週 | Emerging Social Network Applications (1): Social Digital Media 2024-12-05(四) |
| 第 15 週 | Emerging Social Network Applications (2): Social Mobile Services 2024-12-12(四) |
| 第 16 週 | Emerging Social Network Applications (3): Social Knowledge Management 2024-12-19(四) |
| 第 17 週 | Emerging Social Network Applications (4): Social Business Intelligence 2024-12-26(四) |
| 第 18 週 | Emerging Social Network Applications (5): Social Electronic Commerce 2025-01-02(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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