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Context-aware Inference in Ubiquitous Residential Environments

Authors
Lee, Ju HyunLee, HyunsooKim, Mi JeongWang, XiangyuLove, Peter E. D.
Issue Date
Jan-2014
Publisher
ELSEVIER
Keywords
Ubiquitous residential environment; Context-aware inference; Smart home; Sensor network; Lighting Intelligent environment
Citation
COMPUTERS IN INDUSTRY, v.65, no.1, pp.148 - 157
Indexed
SCIE
SCOPUS
Journal Title
COMPUTERS IN INDUSTRY
Volume
65
Number
1
Start Page
148
End Page
157
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/160836
DOI
10.1016/j.compind.2013.08.005
ISSN
0166-3615
Abstract
Residential ubiquitous computing environments have focused on interconnecting environmental controls using a home network and the management of sensor data rather than a context-aware inference. Building upon previous research, this paper proposes a novel sensor-based context-aware system with a focus on three inference processes: rule, inference and pattern driven. Using pattern data derived from five families for a working week and establishing rules and inferences, the proposed context-aware system is demonstrated using electrical lighting as an example. The processes to develop an intelligent house are described so as to ameliorate personalized services in response to inhabitants' needs.
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