Social Network Data Analytics

1. An Introduction to Social Network Data Analytics
Charu C. Aggarwal

2. Statistical Properties of Social Networks
Mary McGlohon, Leman Akoglu, Christos Faloutsos

3. Random Walks in Social Networks and their Applications: A Survey
Purnamrita Sarkar, Andrew W. Moore

4. Community Discovery in Social Networks: Applications, Methods and Emerging Trends
S. Parthasarathy, Y. Ruan, V. Satuluri

5. Node Classification in Social Networks
Smriti Bhagat, Graham Cormode, S. Muthukrishnan

6. Evolution in Social Networks: A Survey
Myra Spiliopoulou

7. A Survey of Models and Algorithms for Social Influence Analysis
Jimeng Sun, Jie Tang

8. A Survey of Algorithms and Systems for Expert Location in Social Networks
Theodoros Lappas, Kun Liu, Evimaria Terzi

9. A Survey of Link Prediction in Social Networks
Mohammad Al Hasan, Mohammed J. Zaki

10. Privacy in Social Networks: A Survey
Elena Zheleva, Lise Getoor

11. Visualizing Social Networks
Carlos D. Correa, Kwan-Liu Ma

12. Data Mining in Social Media
Geoffrey Barbier, Huan Liu

13. Text Mining in Social Networks
Charu C. Aggarwal, Haixun Wang

14. Integrating Sensors and Social Networks
Charu C. Aggarwal, Tarek Abdelzaher

15. Multimedia Information Networks in Social Media
Liangliang Cao, GuoJun Qi, Shen-Fu Tsai, Min-Hsuan Tsai, Andrey Del Pozo, Thomas S. Huang, Xuemei Zhang, Suk Hwan Lim

16. An Overview of Social Tagging and Applications
Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han

Nyckelord: Computer Science, Information Systems Applications (incl.Internet), Database Management, Management of Computing and Information Systems, Computer Systems Organization and Communication Networks, Computer Appl. in Social and Behavioral Sciences