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IEEE transactions on parallel and distributed systems, 2016-06, Vol.27 (6), p.1770-1782
2016

Details

Autor(en) / Beteiligte
Titel
POST: Exploiting Dynamic Sociality for Mobile Advertising in Vehicular Networks
Ist Teil von
  • IEEE transactions on parallel and distributed systems, 2016-06, Vol.27 (6), p.1770-1782
Ort / Verlag
New York: IEEE
Erscheinungsjahr
2016
Link zum Volltext
Quelle
IEEE Electronic Library (IEL)
Beschreibungen/Notizen
  • Mobile advertising in vehicular networks is of great interest with which timely information can be fast spread into the network. Given a limited budget for hiring seed vehicles, how to achieve the maximum advertising coverage within a given period of time is NP-hard. In this paper, we propose an innovative scheme, POST, for mobile advertising in vehicular networks. The POST design is based on two key observations we have found by analyzing three large-scale vehicular traces. First, vehicles demonstrate dynamic sociality in the network; second, such vehicular sociality has strong temporal correlations. With the knowledge, POST uses Markov chains to infer future vehicular sociality and adopts two greedy heuristics to select the most "centric" vehicles as seeds for mobile advertising. Extensive simulations based on three real data sets of taxi and bus traces have been carried out. The results show that POSTcan greatly improve the coverage and the intensity of advertising. For all the three involved data sets, it achieves an average gain of 64 percent comparing with the state-of-art schemes.
Sprache
Englisch
Identifikatoren
ISSN: 1045-9219
eISSN: 1558-2183
DOI: 10.1109/TPDS.2015.2467392
Titel-ID: cdi_crossref_primary_10_1109_TPDS_2015_2467392

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