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 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.
N/A
Homework (10%) Participation(10%) Presentation (30%) Midterm (30%) Term Project (20%)
- Trends and Concepts of Network Science
- Methodology and Application of Social Computing
| 週次 | 主題 |
|---|---|
| 第 1 週 | The Trends in Web 2.0: Implications of blog, Flicks, YouTube, Wikis, mashups, widgets |
| 第 2 週 | The Trends in Social Networks: Implications of MSN, Myspace, LinkedIn, Facebook, Twitter |
| 第 3 週 | Theory of Network Science (1): The Random Universe & amp Six-Degree of Separation |
| 第 4 週 | Theory of Network Science (2): The Small Words & amp Scale-Free Networks |
| 第 5 週 | Theory of Network Science (3): The 80/20 Rule & amp The Long Tail Effect |
| 第 6 週 | Theory of Network Science (4): Hub & amp Connectors |
| 第 7 週 | Theory of Network Science (5): Information Cascades & amp Network Effects |
| 第 8 週 | Techniques of Social Computing (1): Graph Theory & amp Sociometric Analysis |
| 第 9 週 | Techniques of Social Computing (2): Social Ties & amp Relations |
| 第 10 週 | Techniques of Social Computing (3): Web Structure, Link Analysis & amp Web Search |
| 第 11 週 | Techniques of Social Computing (4): Centrality Measures and Metrics |
| 第 12 週 | Techniques of Social Computing (5): Homophily & amp Affiliation |
| 第 13 週 | Techniques of Social Computing (6): Cascading Behavior & amp Epidemics on Networks |
| 第 14 週 | Emerging Social Network Applications (1): Social Digital Media |
| 第 15 週 | Emerging Social Network Applications (2): Social Mobile Services |
| 第 16 週 | Emerging Social Network Applications (3): Social Knowledge Management |
| 第 17 週 | Emerging Social Network Applications (4): Social Business Intelligence |
| 第 18 週 | Emerging Social Network Applications (5): Social Electronic Commerce |
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