Labelled Graph Strategic Rewriting for Social Networks

Maribel Fernandez (1) , Hélène Kirchner (2) , Bruno Pinaud (3, 4) , Jason Vallet (4, 3)

1 DCS - Department of Computer Science
2 Inria Siège
3 UB - Université de Bordeaux
4 LaBRI - Laboratoire Bordelais de Recherche en Informatique

We propose an algebraic and logical approach to the study of social networks, where network components and processes are directly defined by labelled port graph strategic rewriting. Data structures attached to graph elements (nodes, ports and edges) model local and global knowledge in the network, rewrite rules express elementary and local transformations , and strategies control the global evolution of the network. We show how this approach can be used to generate random networks, simulate existing propagation and dissemination mechanisms, and design new, improved algorithms.

Mots clés: dissemination; social networks; generation; Labelled port graph; graph rewriting; strategies; strategic rewrite programs; propagation

Domaines: Logique en informatique [cs.LO]; Autre [cs.OH]

Maribel Fernandez, Hélène Kirchner, Bruno Pinaud, Jason Vallet. Labelled Graph Strategic Rewriting for Social Networks. Journal of Logical and Algebraic Methods in Programming, 2018, 96 (C), pp.12--40. ⟨10.1016/j.jlamp.2017.12.005⟩. ⟨hal-01664593⟩