24 citations · 49 across the 3 of their papers we have counts for
3 papers
Partitioning Networks with Node Attributes by Compressing Information Flow
Laura M. Smith, Linhong Zhu, Kristina Lerman +1
Real-world networks are often organized as modules or communities of similar nodes that serve as functional units. These networks are also rich in content, with nodes having distin…
Stochastic Models Predict User Behavior in Social Media
Tad Hogg, Kristina Lerman, Laura M. Smith
User response to contributed content in online social media depends on many factors. These include how the site lays out new content, how frequently the user visits the site, how m…
Spectral Clustering with Epidemic Diffusion
Laura M. Smith, Kristina Lerman, Cristina Garcia-Cardona +2
Spectral clustering is widely used to partition graphs into distinct modules or communities. Existing methods for spectral clustering use the eigenvalues and eigenvectors of the gr…