937 citations · 4.5k across the 100 of their papers we have counts for
5 papers · 2 filters
The Social Media Genome: Modeling Individual Topic-Specific Behavior in Social Media
Petko Bogdanov, Michael Busch, Jeff Moehli +2
Information propagation in social media depends not only on the static follower structure but also on the topic-specific user behavior. Hence novel models incorporating dynamic use…
Social Ranking Techniques for the Web
Tommy Nguyen, Boleslaw K. Szymanski
The proliferation of social media has the potential for changing the structure and organization of the web. In the past, scientists have looked at the web as a large connected comp…
LabelRankT: Incremental Community Detection in Dynamic Networks via Label Propagation
Jierui Xie, Mingming Chen, Boleslaw K. Szymanski
An increasingly important challenge in network analysis is efficient detection and tracking of communities in dynamic networks for which changes arrive as a stream. There is a need…
Analytic Treatment of Tipping Points for Social Consensus in Large Random Networks
Weituo Zhang, Chjan Lim, Boleslaw K. Szymanski
We introduce a homogeneous pair approximation to the Naming Game (NG) model by deriving a six-dimensional ODE for the two-word Naming Game. Our ODE reveals the change in dynamical…
LabelRank: A Stabilized Label Propagation Algorithm for Community Detection in Networks
Jierui Xie, Boleslaw K. Szymanski
An important challenge in big data analysis nowadays is detection of cohesive groups in large-scale networks, including social networks, genetic networks, communication networks an…