84 citations · 92 across the 5 of their papers we have counts for
5 papers
Identity-Based Attribute Prototypes Distinguish Communities on Twitter
Thomas Magelinski, Kathleen M. Carley
This paper examines the link between conversational communities on Twitter and their members' expressions of social identity. It specifically tests the presence of community protot…
Contextualizing Online Conversational Networks
Thomas Magelinski, Kathleen M. Carley
Online social connections occur within a specific conversational context. Prior work in network analysis of social media data attempts to contextualize data through filtering. We p…
A Synchronized Action Framework for Responsible Detection of Coordination on Social Media
Thomas Magelinski, Lynnette Hui Xian Ng, Kathleen M. Carley
The study of coordinated manipulation of conversations on social media has become more prevalent as social media's role in amplifying misinformation, hate, and polarization has com…
Measuring Node Contribution to Community Structure with Modularity Vitality
Thomas Magelinski, Mihovil Bartulovic, Kathleen M. Carley
Community-aware centrality is an emerging research area in network science concerned with the importance of nodes in relation to community structure. Measures are a function of a n…
Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection
Thomas Magelinski, David Beskow, Kathleen M. Carley
Neural networks are increasingly used for graph classification in a variety of contexts. Social media is a critical application area in this space, however the characteristics of s…