Place:  Room 108, Old Building, IIS, AS  
<br>Time:  9:00-12:00 Thurs  
<br>Chair:  Dr. M. K. Shan
<br>Outline: In this course, the following topics will be presented and discussed: social media analysis, 
<br>blogs and friendship network analysis, email and messaging analytics, influence spreading and 
<br>viral marketing, social reputation and trust, user profiling and recommendation systems, social 
<br>media searches, expertise and authority discovery, community identification, link prediction, 
<br>collaborative data analysis, and data mining with social factors. 
<br>Textbook: Social Network Data Analytics, Charu C. Aggarwal (Ed.), Springer 2011
<br>Reference: Data Mining: Concepts and Techniques, J. Han, M. Kamber, and J. Pei, 3rd edition, 
<br>Morgan Kaufmann, 2011.
<br>Introduction to Data Mining, P.N. Tan, M. Steinbach, and V. Kumar, Addison Wesley, 2006.
<br>TA: TBA 
<br>Office hours: by appointment
<br>Grades: Midterm exam 40%. Final project 60%
<br>
<br>Week
<br>Date
<br>Topics/Brief Description
<br>Lecturers
<br>1
<br>2015/09/17
<br>Chapter 1: An Introduction to Data Mining
<br>Yi-Shin Chen
<br>2
<br>2015/09/24
<br>Frequent Pattern Mining I
<br>Man-Kwan Shan
<br>3
<br>2015/10/01
<br>Frequent Pattern Mining II, Clustering I
<br>Man-Kwan Shan
<br>4
<br>2015/10/08
<br>Clustering II 
<br>Man-Kwan Shan
<br>5
<br>2015/10/15
<br>
<br>Classification Techniques I
<br>Kuo-Wei Hsu
<br>6
<br>2015/10/22
<br>Classification Techniques II
<br>Kuo-Wei Hsu
<br>7
<br>2015/10/29
<br>Midterm Exam
<br>
<br>8
<br>2015/11/05
<br>Chapter 2: Statistical Properties of Social Networks
<br>Cheng-Te LI
<br>9
<br>2015/11/12
<br>Chapter 4 Community Discovery in Social Networks: Applications, Methods and Emerging Trends
<br>Cheng-Te LI
<br>10
<br>2015/11/19
<br>Chapter 5 Node Classification in Social Networks 
<br>Cheng-Te LI
<br>11
<br>2015/11/26
<br>Chapter 6 Evolution in Social Networks: A Survey
<br>Cheng-Te LI
<br>12
<br>2015/12/03
<br>Chapter 9 A Survey of Link Prediction
<br>De-Nian Yang
<br>13
<br>2015/12/10
<br>Chapter 10 Privacy in Social Networks: A Survey
<br>De-Nian Yang
<br>14
<br>2015/12/17
<br>Chapter 13 Text Mining in Social Networks
<br>De-Nian Yang
<br>15
<br>2015/12/24
<br>Proposal Presentation
<br>Yi-Shin Chen
<br>16
<br>2015/12/31
<br>Chapter 7 A Survey of Models and Algorithms for Social Influence Analysis
<br>Yi-Shin Chen
<br>17
<br>2016/01/07
<br>Chapter 16 An Overview of Social Tagging.
<br>Yi-Shin Chen
<br>18
<br>2016/01/14
<br>Final Project
<br>Yi-Shin Chen
<br>