DocumentCode
3436203
Title
Safer@Home Analytics: A Big Data Analytical Solution for Smart Homes
Author
Chakravorty, Anjan ; Wlodarczyk, Tomasz ; Chunming Rong
Author_Institution
Dept. of Comput. & Electr. Eng., Univ. of Stavanger, Stavanger, Norway
Volume
1
fYear
2013
fDate
2-5 Dec. 2013
Firstpage
705
Lastpage
710
Abstract
The vast amounts of data generated from sensors in smart homes, can give valuable insights about social and behavioral patters on households and their residents. The goal of the project is investigation & implementation of mechanisms to capture/store vast continuous streams of time-series data from optical movement sensors, analyze & mine for anomalies/changes enabling preventive care with mechanisms for presentation/visualization of meaningful information to target user groups (next of kin, care providers, professional services), while ensuring that the privacy of participants are preserved.
Keywords
Big Data; assisted living; data analysis; data mining; geriatrics; home computing; Safer@Home analytics; big data analytical solution; optical movement sensors; preventive care; smart homes; time-series data; Data analysis; Data privacy; Distributed databases; Intelligent sensors; Smart homes; aging-in-place; big data; data analysis; data mining; smart homes;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Computing Technology and Science (CloudCom), 2013 IEEE 5th International Conference on
Conference_Location
Bristol
Type
conf
DOI
10.1109/CloudCom.2013.129
Filename
6753865
Link To Document