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Bien, Zeungnam
Intelligent Robot Control System Lab
Research Interests
  • Intelligent Control

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Foreword: Learning Structure of Human Behavior Patterns in a Smart Home System

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Title
Foreword: Learning Structure of Human Behavior Patterns in a Smart Home System
Author
Bien, ZeungnamLee, Sangwan
Keywords
learning; life-long learning; non-supervised learning; human behavior patterns; smart home
Issue Date
2010
Publisher
SPRINGER VERLAG
Citation
ADVANCES IN INTELLIGENT AND SOFT COMPUTING, v.82, no.2, pp.1 - 15
Abstract
A growing proportion of the aged in population provokes shortage of caregivers and restructuring of living spaces. One of the most promising solutions is to provide with a smart home environment that ensures independence of users. In this paper, we first call attention to the fact that a learning capability of human behavior patterns can play a central role in adequate functioning of such systems. Specifically, we give an overview of important related studies to illustrate how a variety of learning functions can be successfully incorporated into the smart home environment. We then present our approaches towards the issues of life-long learning and non-supervised learning, which are considered essential aspects of a smart home system. The two learning schemes are shown to be satisfactory in facilitating independent living over different time scales and with less human intervention. Finally, we mention about a prospective model of a future smart home
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DOI
http://dx.doi.org/10.1007/978-3-642-15660-1_1
ISSN
1867-5662
Appears in Collections:
ECE_Journal Papers

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