• DocumentCode
    3301933
  • Title

    Recommendation System Based on Location and Presence Information of Users in a Mobile Network

  • Author

    Zegarra, Demóstenes ; Sousa, Jackson ; Faria, Bruno ; Alfaia, Eduardo

  • Author_Institution
    Nokia Technol. Inst., Manaus, Brazil
  • fYear
    2010
  • fDate
    13-19 June 2010
  • Firstpage
    92
  • Lastpage
    97
  • Abstract
    Cellular network operators have as main objectives the personalization of the offered services to their subscribers in an individual way or for groups with the same preferences. In this paper a new Personalized Recommendation System Architecture based on the geographic localization of the cellular users is described over which different services or solutions can be offered. For the mechanism of the users data collection, the Cell Broadcast technology is used, forming groups of users with similar preferences according association algorithms. This system also considers different presence levels (available, busy and absent) of the cellular users as an additional decision factor for sending or not the recommendation message and using for this purpose a application server connected to IMS (IP Multimedia Subsystem). A feedback mechanism based on the user satisfaction degree is also considered, to improve the efficiency of the system.
  • Keywords
    Availability; Broadcast technology; Broadcasting; Cellular networks; Land mobile radio cellular systems; Message service; Multimedia databases; Multimedia systems; Network servers; Wireless networks; Cell broadcast; Location Based Service; Personalized Recommendations; Recommendations Systems; Users Modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Telecommunications (ICDT), 2010 Fifth International Conference on
  • Conference_Location
    Athens, TBD, Greece
  • Print_ISBN
    978-1-4244-7271-0
  • Type

    conf

  • DOI
    10.1109/ICDT.2010.25
  • Filename
    5532374