Large-scale Social Network Analytics with Limited Expert Input (Topic 10.1.4 - Human Networks)

Abstract

In standard graph clustering/community detection, one is interested in partitioning the graph into more densely connected subsets of nodes. In contrast, the search problem here aims to only find the nodes in a single such community (the target community), out of the many communities that may exist. To do so, we are given suitable side information about the target; for example, a very small number of nodes from the target are labeled as such.

Document Details

Document Type
DoD Grant Award
Publication Date
Dec 04, 2018
Source ID
W911NF1510227

Entities

People

  • Sanjay Shakkottai

Organizations

  • Army Contracting Command
  • United States Army
  • University of Texas at Austin

Tags

Readers

  • Computer Networking
  • Distributed Systems and Data Platform Development
  • Graph Algorithms and Convex Optimization.