11 citations · 34 across the 9 of their papers we have counts for
5 papers · 1 filter
Making Sense of Unstructured Text Data
Lin Li, William M. Campbell, Cagri Dagli +1
Many network analysis tasks in social sciences rely on pre-existing data sources that were created with explicit relations or interactions between entities under consideration. Exa…
Graph Model Selection via Random Walks
Lin Li, William M. Campbell, Rajmonda S. Caceres
In this paper, we present a novel approach based on the random walk process for finding meaningful representations of a graph model. Our approach leverages the transient behavior o…
Model Selection Framework for Graph-based data
Rajmonda S. Caceres, Leah Weiner, Matthew C. Schmidt +2
Graphs are powerful abstractions for capturing complex relationships in diverse application settings. An active area of research focuses on theoretical models that define the gener…
Cross-Domain Entity Resolution in Social Media
W. M. Campbell, Lin Li, C. Dagli +4
The challenge of associating entities across multiple domains is a key problem in social media understanding. Successful cross-domain entity resolution provides integration of info…
Matching Community Structure Across Online Social Networks
Lin Li, W. M. Campbell
The discovery of community structure in networks is a problem of considerable interest in recent years. In online social networks, often times, users are simultaneously involved in…