• DocumentCode
    3275338
  • Title

    The asymmetric diffusion of trust between communities: Simulations in dynamic social networks

  • Author

    Allodi, Luca ; Chiodi, Luca ; Cremonini, Marco

  • Author_Institution
    Univ. of Trento, Povo, Italy
  • fYear
    2011
  • fDate
    11-14 Dec. 2011
  • Firstpage
    3141
  • Lastpage
    3152
  • Abstract
    In this work, we present a model of social network showing non-trivial effects on the dynamics of trust and communication. Our model´s results meet the characteristics of a typical social network, such as the limited node degree, assortativeness, clustering and communities formation. Simulations have been run first to present some of the most fundamental relations among the main model´s attributes. Next, we focused on the emerging asymmetry with which trust develops within different communities in a network. In particular, we considered categories of nodes differing for their communication profiles and a specific example of bridge between two communities. The results are discussed to provide insights about the dynamic formation of communities based on trust relations. These results are the basis for future works with the aim of better understanding the dynamics of the diffusion of trust and its influence on a growing social network.
  • Keywords
    behavioural sciences computing; social networking (online); communication profiles; dynamic social networks; trust dynamics; trust relations; Analytical models; Communities; Correlation; History; Knowledge engineering; Peer to peer computing; Social network services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), Proceedings of the 2011 Winter
  • Conference_Location
    Phoenix, AZ
  • ISSN
    0891-7736
  • Print_ISBN
    978-1-4577-2108-3
  • Electronic_ISBN
    0891-7736
  • Type

    conf

  • DOI
    10.1109/WSC.2011.6148013
  • Filename
    6148013