1.7k citations · 3.8k across the 62 of their papers we have counts for
7 papers · 1 filter
Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective
Neil Shah, Alex Beutel, Brian Gallagher +1
How can we detect suspicious users in large online networks? Online popularity of a user or product (via follows, page-likes, etc.) can be monetized on the premise of higher ad cli…
Standards for Graph Algorithm Primitives
Tim Mattson, David Bader, Jon Berry +16
It is our view that the state of the art in constructing a large collection of graph algorithms in terms of linear algebraic operations is mature enough to support the emergence of…
Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries
Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara +2
How many listens will an artist receive on a online radio? How about plays on a YouTube video? How many of these visits are new or returning users? Modeling and mining popularity d…
VoG: Summarizing and Understanding Large Graphs
Danai Koutra, U Kang, Jilles Vreeken +1
How can we succinctly describe a million-node graph with a few simple sentences? How can we measure the "importance" of a set of discovered subgraphs in a large graph? These are ex…
Linearized and Single-Pass Belief Propagation
Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra +1
How can we tell when accounts are fake or real in a social network? And how can we tell which accounts belong to liberal, conservative or centrist users? Often, we can answer such…
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times
Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato Assunção +2
With the advancement of information systems, means of communications are becoming cheaper, faster and more available. Today, millions of people carrying smart-phones or tablets are…