| Date | Topic | Readings | Due | Lecture |
|---|---|---|---|---|
| 8/25 | Introductions | ek01 | L01 | |
| 8/27 | Data Collection | r01 | L02 | |
| 9/01 | No Class (Labor Day) | |||
| 9/03 | Representing Graphs | ek02 | L03 | |
| 9/08 | Small Worlds | ek20 | A1 | L04 |
| 9/10 | Community Detection I | lru10.2-3 | L05 | |
| 9/15 | Community Detection II | lru10.4 | L06 | |
| 9/17 | Link Prediction | lnk2004 | L07 | |
| 9/22 | Cascades I | ek16 | A2 | L08 |
| 9/24 | Cascades II | ek19 | L09 | |
| 9/29 | Sentiment Analysis I | plv2002 | L10 | |
| 10/1 | Sentiment Analysis II | tgd2003 | L11 | |
| 10/6 | Demographic Inference I | L12 | ||
| 10/8 | Midterm | |||
| 10/13 | No Class (Fall Break) | |||
| 10/15 | Demographic Inference II | L13 | ||
| 10/20 | Proposals | |||
| 10/22 | Proposals | P1 | ||
| 10/27 | Text Regression I | L14 | ||
| 10/29 | Text Regression II | L15 | ||
| 11/3 | Text Clustering | L16 | ||
| 11/5 | Topic Modeling | L17 | ||
| 11/10 | Recommendation Systems | A3 | L18 | |
| 11/12 | Social Search | L19 | ||
| 11/17 | Social Search | L20 | ||
| 11/19 | Privacy/Ethics | L21 | ||
| 11/24 | Final Exam | |||
| 11/26 | No Class (Thanksgiving) | |||
| 12/1 | Presentations | |||
| 12/3 | Presentations | P2 |