Discussion on Network Data Analysis

Time: Tuesday 6:30 - 8:30 (10-12)

Room: 文史楼 107 （原为106）

Instructors: 施涛，席瑞斌

Email: taoshi AT stat dot osu dot edu (施涛)

Now 20 students can register for the class

Reading Papers

Community Detection in Networks

Finding and evaluating community structure in networks by Newman and Girvan 2003
Modularity and community structure in networks by Newman 2006
A Bayesian Approach to Network Modularity by Hofman and Wiggins 2008
A nonparametric view of network models and Newman-Girvan and other modularities by Bickel and Chen 2009
Stochastic blockmodels and community structure in networks by Karrer and Newman 2010
Modeling Information Diffusion in Implicit Networks by Yang and Leskovec 2010
Detecting communities and their evolutions in dynamic social networks - a Bayesian approach by Yang et. al. 2011
Clusterwise p* Models for Social Network Analysis by Steinley et. al. 2011
REVIEW: A Classification for Community Discovery Methods in Complex Networks by Coscia et. al. 2011

Information Diffusion on Networks

Inferring Networks of Diffusion and Influence by Gomez-Rodriguez et. al. 2010
Supervised Random Walks: Predicting and Recommending Links in Social Networks by Backstrom and Leskovec 2011
Inferring Networks of Diffusion and Influence by Gomez-Rodriguez et. al. 2012
Information Diffusion and External Influence in Networks by Myers et. al. 2012
Structure and Dynamics of Information Pathways in Online Media by Gomez-Rodriguez et. al. 2013