Title :
Mobile Data Mining for Intelligent Healthcare Support
Author :
Haghighi, Pari Delir ; Zaslavsky, A. ; Krishnaswamy, S. ; Gaber, Mohamed Medhat
Author_Institution :
Center for Distrib. Syst. & Software Eng., Monash Univ., Clayton, VIC
Abstract :
The growth in numbers and capacity of mobile devices such as mobile phones coupled with widespread availability of inexpensive range of biosensors presents an unprecedented opportunity for mobile healthcare applications. In this paper we propose a novel approach for situation-aware adaptive processing (SAAP) of data streams for smart and real-time analysis of data. The implementation and evaluation of the framework for a health monitoring application is described.
Keywords :
data mining; health care; medical administrative data processing; mobile computing; mobile handsets; biosensors; health monitoring application; intelligent healthcare support; mobile data mining; mobile devices; mobile healthcare applications; mobile phones; situation-aware adaptive processing; Biosensors; Context modeling; Data analysis; Data mining; Fluctuations; Fuzzy logic; Medical services; Mobile handsets; Patient monitoring; Performance analysis;
Conference_Titel :
System Sciences, 2009. HICSS '09. 42nd Hawaii International Conference on
Conference_Location :
Big Island, HI
Print_ISBN :
978-0-7695-3450-3
DOI :
10.1109/HICSS.2009.309
