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 and operation model for digital service industry. The course introduces the trends, concepts, methodologies, and the emerging applications of network science and social computing. By the end of semester, with the graduate students should be able to apply the discussed methods to indentify, evaluate, and realize social network applications.
Homework (10%) Participation(10%) Presentation (30%) Midterm (30%) Term Project (20%)
| 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 | Concepts of Network Science (1): The Random Universe & Six-Degree of Separation |
| 第 4 週 | Concepts of Network Science (2): The Small Words & Scale-Free Networks |
| 第 5 週 | Concepts of Network Science (3): The 80/20 Rule & The Long Tail Effect |
| 第 6 週 | Concepts of Network Science (4): Hub and Connectors |
| 第 7 週 | Concepts of Network Science (5): Influence Network and Diffusion Dynamics |
| 第 8 週 | Social Network Analysis & Computing (1): Network and Relations |
| 第 9 週 | Social Network Analysis & Computing (2): Sociometric Analysis and Graph Theory |
| 第 10 週 | Social Network Analysis & Computing (3): Points, Line, and Density |
| 第 11 週 | Social Network Analysis & Computing(4): Centrality and Centralization |
| 第 12 週 | Social Network Analysis & Computing(5): Component, Cores, and Cliques |
| 第 13 週 | Social Network Analysis & Computing (6): Position, Role, and Cluster |
| 第 14 週 | Emerging Applications (1): Social Digital Media |
| 第 15 週 | Emerging Applications (2): Social Mobile Services |
| 第 16 週 | Emerging Applications (3): Social Knowledge Management |
| 第 17 週 | Emerging Applications (4): Social Business Intelligence |
| 第 18 週 | Emerging Applications (5): Social Electronic Commerce |
Ted G Lewis, 2009, Network Science: Theory and Applications, Wiley. David Easley, 2010, Networks, Crowds, and Markets: Reasoning About a Highly Connected World, Cambridge University Press Albert-Laszlo Barabasi, 2003, Linked: How Everything Is Connected to Everything Else and What It Mean, Plume. John P Scott, 2000, Social Network Analysis: A Handbook, Sage Publications Ltd; 2nd edition
- 地點
- MB315
- 時間
- 10:00-12:00 Wednesday
- 聯絡方式
- ymli@iim.nctu.edu.tw