posted on 2023-05-19, 14:02authored byHussain, S, Bang, JH, Han, M, Ahmed, MI, Muhammad Bilal AminMuhammad Bilal Amin, Lee, S, Nugent, C, McClean, S, Scotney, B, Gerard, P
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.
History
Publication title
Sensors
Volume
14
Issue
11
Pagination
22001-22020
ISSN
1424-8220
Department/School
School of Information and Communication Technology
Publisher
Molecular Diversity Preservation International
Place of publication
Matthaeusstrasse 11, Basel, Switzerland, Ch-4057
Rights statement
Copyright 2014 The Authors Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/
Repository Status
Open
Socio-economic Objectives
Information systems, technologies and services not elsewhere classified