English

Networks of Collaborations: Hypergraph Modeling and Visualisation

Social and Information Networks 2017-07-04 v1 Physics and Society

Abstract

The acknowledged model for networks of collaborations is the hypergraph model. Nonetheless when it comes to be visualized hypergraphs are transformed into simple graphs. Very often, the transformation is made by clique expansion of the hyperedges resulting in a loss of information for the user and in artificially more complex graphs due to the high number of edges represented. The extra-node representation gives substantial improvement in the visualisation of hypergraphs and in the retrieval of information. This paper aims at showing qualitatively and quantitatively how the extra-node representation can improve the visualisation of hypergraphs without loss of information.

Keywords

Cite

@article{arxiv.1707.00115,
  title  = {Networks of Collaborations: Hypergraph Modeling and Visualisation},
  author = {Xavier Ouvrard and Jean-Marie Le Goff and Stéphane Marchand-Maillet},
  journal= {arXiv preprint arXiv:1707.00115},
  year   = {2017}
}

Comments

24 pages, 9 figures

R2 v1 2026-06-22T20:35:06.273Z