title: Behavior life style analysis for mobile sensory data in cloud computing through MapReduce.
abstract: Cloud computing has revolutionized healthcare in today's world as it can be seamlessly integrated into a mobile application and sensor devices. The sensory data is then transferred from these devices to the public and private clouds. In this paper, a hybrid and distributed environment is built which is capable of collecting data from the mobile phone application and store it in the cloud. We developed an activity recognition application and transfer the data to the cloud for further processing. Big data technology Hadoop MapReduce is employed to analyze the data and create user timeline of user's activities. These activities are visualized to find useful health analytics and trends. In this paper a big data solution is proposed to analyze the sensory data and give insights into user behavior and lifestyle trends.
authors.affiliation: Department of Computer Engineering, Kyung Hee University, Suwon 446-701, Korea. shujaat.hussain@oslab.khu.ac.kr.
authors.forename: Shujaat
authors.initials: S
authors.lastname: Hussain
authors.affiliation: Department of Computer Engineering, Kyung Hee University, Suwon 446-701, Korea. jhb@oslab.khu.ac.kr.
authors.forename: Jae Hun
authors.initials: JH
authors.lastname: Bang
authors.affiliation: Department of Computer Engineering, Kyung Hee University, Suwon 446-701, Korea. smiley@oslab.khu.ac.kr.
authors.forename: Manhyung
authors.initials: M
authors.lastname: Han
authors.affiliation: Department of Computer Engineering, Kyung Hee University, Suwon 446-701, Korea. mbilalamin@oslab.khu.ac.kr.
authors.forename: Muhammad Idris
authors.initials: MI
authors.lastname: Ahmed
authors.affiliation: Department of Computer Engineering, Kyung Hee University, Suwon 446-701, Korea. mbilalamin@oslab.khu.ac.kr.
authors.forename: Muhammad Bilal
authors.initials: MB
authors.lastname: Amin
authors.affiliation: Department of Computer Engineering, Kyung Hee University, Suwon 446-701, Korea. sylee@oslab.khu.ac.kr.
authors.forename: Sungyoung
authors.initials: S
authors.lastname: Lee
authors.affiliation: School of Computing and Information Engineering, University of Ulster, Newtownabbey, Co. Antrim, BT38 0QB, UK. cd.nugent@ulster.ac.uk.
authors.forename: Chris
authors.initials: C
authors.lastname: Nugent
authors.affiliation: School of Computing and Information Engineering, University of Ulster, Coleraine, Co. Londonderry, BT52 1SA, UK. si.mcclean@ulster.ac.uk.
authors.forename: Sally
authors.initials: S
authors.lastname: McClean
authors.affiliation: School of Computing and Information Engineering, University of Ulster, Coleraine, Co. Londonderry, BT52 1SA, UK. bw.scotney@ulster.ac.uk.
authors.forename: Bryan
authors.initials: B
authors.lastname: Scotney
authors.affiliation: School of Computing and Information Engineering, University of Ulster, Coleraine, Co. Londonderry, BT52 1SA, UK. gp.parr@ulster.ac.uk.
authors.forename: Gerard
authors.initials: G
authors.lastname: Parr