SemesterFall Semester, 2019
DepartmentSocial Networks and Human-Centered Computing, First Year Social Networks and Human-Centered Computing, Second Year
Course NameData Mining in Social Networks
InstructorTSAI MING-FENG
Credit3.0
Course TypeSelectively
Prerequisite
Course Objective
Course Description
Course Schedule

1. Data Mining in Social Network 2. Frequent Pattern Mining

3. Clustering

4. Classification



5. Classification

6. Statistics Property of Social Network 7. Community Discovery

8. Midterm

9. Node Classification

10. Link prediction

11. Privacy in Social Network Text Mining 12. Text Mining in Social Network 13.Project Proposal

14. Social Influence

15. Social Tagging

16. Project Presentation


Teaching Methods
Teaching Assistant
Requirement/Grading

check in the class


Textbook & Reference
Urls about Course
Attachment