Lectures
Introduction (24/07/23)
Network measures - Part I (27/07/23)
Network measures - Part II (31/07/23)
Network Visualization (03/08/23)
Network Growth Models - Part I (07/08/23)
Network Growth Models - Part II (07/08/23, 10/08/23)
Community Analysis - Part III (14/08/23, 17/08/23, 21/08/23)
Community Analysis - Part IV (24/08/23)
Link Analysis - Part I (24/08/23)
Link Analysis - Part II (28/08/23)
Slide: https://piazza.com/class_profile/get_resource/lkgzlf8ehqd6w8/llt2ae1ew2j3ab
Reading materials: DivRank: http://www-personal.umich.edu/~qmei/pub/KDD-divrank.pdf; Ergodic Markov Chains: https://gregorygundersen.com/blog/2019/10/28/ergodic-markov-chains/
Information Networks and the World Wide Web (04/09/23)
Mid-semester Exams (12/09/23 -- 17/09/23)
Project proposal presentations (18/09/23 , 21/09/23, 25/09/23)
Network Effects - Information Cascade and Cascading Behavior in Networks (27/09/23)
Midsem break (30/09/23 -- 08/10/23)
Network Effects - Application : Viral Marketing (09/10/23)
Network Effects -Epidemics (12/10/23)
Machine Learning in Graphs (16/10/23, 19/10/23)
Graph Convolutional Networks (30/10/23)
Graph Neural Networks - Part I (02/11/23)
Graph Neural Networks - Part II (06/11/23)