Parallel Peeling of Bipartite Networks for Hierarchical Dense Subgraph Discovery

Abstract

Wing and Tip decomposition are motif-based analytics for bipartite graphs that construct a hierarchy of butterfly (2,2-biclique) dense edge and vertex induced subgraphs, respectively. They have applications in several domains, including e-commerce, recommendation systems, document analysis, and others.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jun 20, 2023
Source ID
10.1145/3583084

Entities

People

  • Kartik Lakhotia
  • Rajgopal Kannan
  • Viktor K. Prasanna

Organizations

  • Defense Advanced Research Projects Agency
  • National Science Foundation
  • United States Army Research Laboratory
  • University of Southern California

Tags

Fields of Study

  • Computer science

Readers

  • Defense Acquisition Program Management
  • Graph Algorithms and Convex Optimization.