• DocumentCode
    1730500
  • Title

    Habit: Leveraging human mobility and social network for efficient content dissemination in Delay Tolerant Networks

  • Author

    Mashhadi, Afra J. ; Ben Mokhtar, Sonia ; Capra, Licia

  • Author_Institution
    Dept. of Comput. Sci., Univ. Coll. London, London, UK
  • fYear
    2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper proposes Habit, an efficient multi-layered approach to content dissemination in Delay Tolerant Networks (DTN) that leverages information about nodes´ colocation (physical layer) and their social network (application layer). More precisely, the regularity of users´ colocation is learned based on historical colocation observations; also, the users´ social network (or `network of interest´) is dynamically propagated during periods of colocation; finally, these distinct pieces of information are locally combined and used to compute the paths that content should follow, in a way that maximises both precision (i.e., nodes receive only content they are interested in) and recall (i.e., all relevant content is received by interested nodes).
  • Keywords
    Internet; content management; learning (artificial intelligence); network theory (graphs); optimisation; social networking (online); Internet; content dissemination; delay tolerant network; habit multilayered approach; historical colocation observation; human mobility; machine learning; maximisation; social network; user colocation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World of Wireless, Mobile and Multimedia Networks & Workshops, 2009. WoWMoM 2009. IEEE International Symposium on a
  • Conference_Location
    Kos
  • Print_ISBN
    978-1-4244-4440-3
  • Electronic_ISBN
    978-1-4244-4439-7
  • Type

    conf

  • DOI
    10.1109/WOWMOM.2009.5282467
  • Filename
    5282467