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
Link To Document :
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