Social Network Analysis
Course Name:
Social Network Analysis(CS466)
Programme:
B.Tech (CSE)
Semester:
Eighth
Category:
Programme Specific Electives (PSE)
Credits (L-T-P):
4(3-1-0)
Content:
Emergence of the Social Web, Statistical Properties of Social Networks, Network analysis -concepts and measures, Community detection, Influence maximization, Link mining and prediction, Social network based recommender systems, Anomaly detection in social networks, Mining Discussion networks, Visualizing Online Social Networks, Evolution in Social Networks.
References:
Ajith Abraham, Aboul Ella Hassanien, Václav Snášel, - Computational Social Network Analysis: Trends, Tools and
Research Advances, Springer, 2012
Borko Furht, ―Handbook of Social Network Technologies and Applications, Springer, 1st edition, 2011
Charu C. Aggarwal, ―Social Network Data Analytics, Springer; 2014
Giles, Mark Smith, John Yen, ―Advances in Social Network Mining and Analysis, Springer, 2010.
Reza Zafarani, Mohammad Ali Abbasi, Huan Liu, ”Social Media Mining”, Cambridge University Press, 2014.
Department:
Computer Science and Engineering