DC Field | Value | Language |
---|---|---|
dc.contributor.author | Bien, Z | ko |
dc.contributor.author | Lee, Sang Wan | ko |
dc.date.accessioned | 2018-07-24T03:01:14Z | - |
dc.date.available | 2018-07-24T03:01:14Z | - |
dc.date.created | 2018-07-15 | - |
dc.date.created | 2018-07-15 | - |
dc.date.created | 2018-07-15 | - |
dc.date.issued | 2010 | - |
dc.identifier.citation | Advances in Intelligent and Soft Computing, v.82, pp.1 - 15 | - |
dc.identifier.issn | 1867-5662 | - |
dc.identifier.uri | http://hdl.handle.net/10203/244606 | - |
dc.description.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. | - |
dc.language | English | - |
dc.publisher | Springer Berlin Heidelberg | - |
dc.title | Learning structure of human behavior patterns in a smart home system | - |
dc.type | Article | - |
dc.identifier.scopusid | 2-s2.0-80052933201 | - |
dc.type.rims | ART | - |
dc.citation.volume | 82 | - |
dc.citation.beginningpage | 1 | - |
dc.citation.endingpage | 15 | - |
dc.citation.publicationname | Advances in Intelligent and Soft Computing | - |
dc.identifier.doi | 10.1007/978-3-642-15660-1_1 | - |
dc.contributor.localauthor | Lee, Sang Wan | - |
dc.contributor.nonIdAuthor | Bien, Z | - |
dc.description.isOpenAccess | N | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.