• DocumentCode
    688419
  • Title

    SmartProfile: A Context-Aware Mobile Personalization System

  • Author

    Barros, Gabriella A. B. ; Filho, Jose Anderson S. N. ; Chiu, Thun Pin T. F. ; Tedesco, Patricia C. A. R. ; Cavalcanti, Antonio L. O. ; Maciel, Carlos A. V. ; Mascaro, Angelica A. ; Da Silva, Fabio Q. B. ; Santos, Andre L. M.

  • Author_Institution
    Center of Inf. (CIn), Fed. Univ. of Pernambuco, Recife, Brazil
  • fYear
    2013
  • fDate
    13-15 Nov. 2013
  • Firstpage
    2166
  • Lastpage
    2173
  • Abstract
    Mobile devices and smartphones have the potential to be powerful and complex systems. Their ever-increasing popularity has created a need for more robust and personal applications. This paper proposes a personalization system to modify phone´s state according to its owner routine and behavior, called Smart Profile. This system was implemented and tested with two modules, a calendar and a location module. They personalize one smartphone aspect, but both aspect and modules can be generalized. Tests performed with data collected from 16 users showed that the system could predict user behavior with elevated accuracy using inferring context data. This paper distinguishes from previous research work in the area by using calendar and geographical location to infer context data, and providing a generalizable personalization model.
  • Keywords
    behavioural sciences computing; mobile computing; SmartProfile; calendar; context data; context-aware mobile personalization system; location module; million devices; owner routine; smartphones; user behavior prediction; Conferences; High performance computing; Ubiquitous computing; Behavior learning; Context-aware; Mobile computing; Personalization; pervasive computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC_EUC), 2013 IEEE 10th International Conference on
  • Conference_Location
    Zhangjiajie
  • Type

    conf

  • DOI
    10.1109/HPCC.and.EUC.2013.310
  • Filename
    6832193