• DocumentCode
    1502920
  • Title

    A New Model for Growing Social Networks

  • Author

    Buscarino, Arturo ; Frasca, Mattia ; Fortuna, Luigi ; Fiore, Angelo Sarra

  • Author_Institution
    Univ. of Catania, Catania, Italy
  • Volume
    6
  • Issue
    3
  • fYear
    2012
  • Firstpage
    531
  • Lastpage
    538
  • Abstract
    In this paper, a new model of real social networks is introduced. The main characteristic of the model is an attachment mechanism based on the existence of network communities, a key feature of real social networks. Using numerical simulations, we show how this model shares with these networks several peculiarities (such as high levels of clustering, low values of the characteristic path length and node betweenness, division into communities and heterogeneous degree distribution), not captured in other network models.
  • Keywords
    numerical analysis; social networking (online); attachment mechanism; characteristic path length; heterogeneous degree distribution; node betweenness; numerical simulations; real social networks; Communities; Complex networks; Facebook; Social network services; Communities; complex networks; social networks;
  • fLanguage
    English
  • Journal_Title
    Systems Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1932-8184
  • Type

    jour

  • DOI
    10.1109/JSYST.2012.2192054
  • Filename
    6189730