SmartProfile: A Context-Aware Mobile Personalization System

被引：1

作者：

Barros, Gabriella A. B. ^{[1
]}

Filho, Jose Anderson S. N. ^{[1
]}

Chiu, Thun Pin T. F. ^{[1
]}

Tedesco, Patricia C. A. R. ^{[1
]}

Cavalcanti, Antonio L. O., Jr. ^{[1
]}

Maciel, Carlos A. V., Jr. ^{[2
]}

Mascaro, Angelica A. ^{[2
]}

da Silva, Fabio Q. B. ^{[1
]}

Santos, Andre L. M. ^{[1
]}

机构：

[1] Univ Fed Pernambuco, Ctr Informat CIn, Recife, PE, Brazil

[2] Univ Fed Pernambuco, CIn Samsung Lab Res & Dev, Recife, PE, Brazil

来源：

2013 IEEE 15TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2013 IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (HPCC_EUC) | 2013年

关键词：

Context-aware; Personalization; pervasive computing; Mobile computing; Behavior learning;

D O I：

10.1109/HPCC.and.EUC.2013.310

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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 SmartProfile. 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 isith 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.

引用

页码：2166 / 2173

页数：8

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