• DocumentCode
    3278002
  • Title

    A novel approach for the continuous search of the K nearest neighbors on road networks

  • Author

    Ferchichi, Hafedh ; Akaichi, Jalel

  • Author_Institution
    Dept. of Comput. Sci., High Inst. of Manage., Tunis, Tunisia
  • fYear
    2013
  • fDate
    23-25 May 2013
  • Firstpage
    878
  • Lastpage
    881
  • Abstract
    Searching the K nearest neighbors (KNNs) in road networks is a major problem like in mobile objects warehouses which describe highly dynamic environments. Current approaches to processing this kind of queries in dynamic environments do not provide appropriate results and do not take into account different search constraints such as the road context and disturbance factors as well as the dynamicity of users. This work presents a new model for the continuous search, in a highly dynamic environment, of the KNNs in a road network.
  • Keywords
    learning (artificial intelligence); pattern classification; query processing; road traffic; search problems; traffic engineering computing; visual databases; K nearest neighbors; KNN; continuous search; disturbance factors; dynamic environments; mobile objects warehouses; query processing; road context; road networks; spatial database; user dynamicity; Artificial neural networks; Indexing; CkNNs; K-Nearest Neighbors; indexation; spatial network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering and Service Science (ICSESS), 2013 4th IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    2327-0586
  • Print_ISBN
    978-1-4673-4997-0
  • Type

    conf

  • DOI
    10.1109/ICSESS.2013.6615445
  • Filename
    6615445