Literature DB >> 22107326

Structural preferential attachment: network organization beyond the link.

Laurent Hébert-Dufresne1, Antoine Allard, Vincent Marceau, Pierre-André Noël, Louis J Dubé.   

Abstract

We introduce a mechanism which models the emergence of the universal properties of complex networks, such as scale independence, modularity and self-similarity, and unifies them under a scale-free organization beyond the link. This brings a new perspective on network organization where communities, instead of links, are the fundamental building blocks of complex systems. We show how our simple model can reproduce social and information networks by predicting their community structure and more importantly, how their nodes or communities are interconnected, often in a self-similar manner.

Mesh:

Year:  2011        PMID: 22107326     DOI: 10.1103/PhysRevLett.107.158702

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  6 in total

1.  Convex skeletons of complex networks.

Authors:  Lovro Šubelj
Journal:  J R Soc Interface       Date:  2018-08       Impact factor: 4.118

2.  Efficient sampling of spreading processes on complex networks using a composition and rejection algorithm.

Authors:  Guillaume St-Onge; Jean-Gabriel Young; Laurent Hébert-Dufresne; Louis J Dubé
Journal:  Comput Phys Commun       Date:  2019-02-19       Impact factor: 4.390

3.  Global efficiency of local immunization on complex networks.

Authors:  Laurent Hébert-Dufresne; Antoine Allard; Jean-Gabriel Young; Louis J Dubé
Journal:  Sci Rep       Date:  2013       Impact factor: 4.379

4.  A Shadowing Problem in the Detection of Overlapping Communities: Lifting the Resolution Limit through a Cascading Procedure.

Authors:  Jean-Gabriel Young; Antoine Allard; Laurent Hébert-Dufresne; Louis J Dubé
Journal:  PLoS One       Date:  2015-10-13       Impact factor: 3.240

5.  Generative Models for Global Collaboration Relationships.

Authors:  Ertugrul Necdet Ciftcioglu; Ram Ramanathan; Prithwish Basu
Journal:  Sci Rep       Date:  2017-09-11       Impact factor: 4.379

6.  A Unified Framework for Complex Networks with Degree Trichotomy Based on Markov Chains.

Authors:  David Shui Wing Hui; Yi-Chao Chen; Gong Zhang; Weijie Wu; Guanrong Chen; John C S Lui; Yingtao Li
Journal:  Sci Rep       Date:  2017-06-16       Impact factor: 4.379

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.