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
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;
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
DOI :
10.1109/WOWMOM.2009.5282467