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2013 IEEE 5th International Conference on Cloud Computing Technology and Science (2013)
Bristol, United Kingdom United Kingdom
Dec. 2, 2013 to Dec. 5, 2013
pp: 705-710
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.
INDEX TERMS
Smart homes, Intelligent sensors, Data privacy, Data analysis, Distributed databases,smart homes, big data, data analysis, data mining, aging-in-place
CITATION
Antorweep Chakravorty, Tomasz Wlodarczyk, Chunming Rong, "Safer@Home Analytics: A Big Data Analytical Solution for Smart Homes", 2013 IEEE 5th International Conference on Cloud Computing Technology and Science, vol. 01, no. , pp. 705-710, 2013, doi:10.1109/CloudCom.2013.129
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