• DocumentCode
    39812
  • Title

    Spreading Processes in Multilayer Networks

  • Author

    Salehi, Mostafa ; Sharma, Rajesh ; Marzolla, Moreno ; Magnani, Matteo ; Siyari, Payam ; Montesi, Danilo

  • Author_Institution
    Univ. of Bologna, Bologna, Italy
  • Volume
    2
  • Issue
    2
  • fYear
    2015
  • fDate
    April-June 1 2015
  • Firstpage
    65
  • Lastpage
    83
  • Abstract
    Several systems can be modeled as sets of interconnected networks or networks with multiple types of connections, here generally called multilayer networks. Spreading processes such as information propagation among users of online social networks, or the diffusion of pathogens among individuals through their contact network, are fundamental phenomena occurring in these networks. However, while information diffusion in single networks has received considerable attention from various disciplines for over a decade, spreading processes in multilayer networks is still a young research area presenting many challenging research issues. In this paper, we review the main models, results and applications of multilayer spreading processes and discuss some promising research directions.
  • Keywords
    information dissemination; information networks; contact network; information diffusion; information propagation; interconnected networks; multilayer networks; multilayer spreading processes; online social networks; pathogens; Analytical models; Communities; Electronic mail; Multiplexing; Nonhomogeneous media; Pathogens; Social network services; Information diffusion; Interconnected; Multilayer network; Multiplex; Spreading processes; information diffusion; interconnected; multiplex; spreading processes;
  • fLanguage
    English
  • Journal_Title
    Network Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2327-4697
  • Type

    jour

  • DOI
    10.1109/TNSE.2015.2425961
  • Filename
    7093190