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 MB311（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.
N/A
無備註
教師未提供此項資料
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 |
| 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 & Six-Degree of Separation |
| 第 4 週 | Theory of Network Science (2): The Small Words & Scale-Free Networks |
| 第 5 週 | Theory of Network Science (3): The 80/20 Rule & The Long Tail Effect |
| 第 6 週 | Theory of Network Science (4): Hub & Connectors |
| 第 7 週 | Theory of Network Science (5): Information Cascades & Network Effects |
| 第 8 週 | Techniques of Social Computing (1): Graph Theory & Sociometric Analysis |
| 第 9 週 | Techniques of Social Computing (2): Social Ties & Relations |
| 第 10 週 | Techniques of Social Computing (3): Web Structure, Link Analysis & Web Search |
| 第 11 週 | Techniques of Social Computing (4): Centrality Measures and Metrics |
| 第 12 週 | Techniques of Social Computing (5): Homophily & Affiliation |
| 第 13 週 | Techniques of Social Computing (6): Cascading Behavior & 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
- 地點
- 教師未提供此項資料
- 時間
- 教師未提供此項資料
- 聯絡方式
- 教師未提供此項資料