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- Publisher Website: 10.1108/02632770610677646
- Scopus: eid_2-s2.0-33745615810
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Article: A learning model of intelligent home
Title | A learning model of intelligent home |
---|---|
Authors | |
Keywords | Automation Buildings Learning |
Issue Date | 2006 |
Publisher | Emerald Group Publishing Limited. The Journal's web site is located at http://www.emeraldinsight.com/f.htm |
Citation | Facilities, 2006, v. 24 n. 9-10, p. 365-375 How to Cite? |
Abstract | Purpose - This paper aims to review the extant intelligent home specifications and put forward a new dimension for the specifications of intelligent home (IHS). Design/methodology/approach - This study adopts a learning (bottom-up) algorithm which emphasizes the importance of learning and adaptability to the dynamic environmental changes in the IHS. Findings - The study finds that the intelligent home has been characterized by automation, integration of facilities and communication. However, it is contended here that an intelligent home specification in such a hard-wired (top-down) approach cannot be sustained in the light of the continuous changes of user requirements. Hence, adaptation to users' needs must be encompassed in a system of home intelligence. Research limitations/implications - This study provides a framework for all stakeholders to work for a common goal and a platform for benchmarking the performance of intelligent home in the long run. Originality/value - This is the first to adopt the learning (bottom-up) algorithm in defining home intelligence. © Emerald Group Publishing Limited. |
Persistent Identifier | http://hdl.handle.net/10722/168746 |
ISSN | 2020 SCImago Journal Rankings: 0.461 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
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dc.contributor.author | Yiu, CY | en_HK |
dc.contributor.author | Yau, Y | en_HK |
dc.date.accessioned | 2012-10-08T03:32:03Z | - |
dc.date.available | 2012-10-08T03:32:03Z | - |
dc.date.issued | 2006 | en_HK |
dc.identifier.citation | Facilities, 2006, v. 24 n. 9-10, p. 365-375 | en_HK |
dc.identifier.issn | 0263-2772 | en_HK |
dc.identifier.uri | http://hdl.handle.net/10722/168746 | - |
dc.description.abstract | Purpose - This paper aims to review the extant intelligent home specifications and put forward a new dimension for the specifications of intelligent home (IHS). Design/methodology/approach - This study adopts a learning (bottom-up) algorithm which emphasizes the importance of learning and adaptability to the dynamic environmental changes in the IHS. Findings - The study finds that the intelligent home has been characterized by automation, integration of facilities and communication. However, it is contended here that an intelligent home specification in such a hard-wired (top-down) approach cannot be sustained in the light of the continuous changes of user requirements. Hence, adaptation to users' needs must be encompassed in a system of home intelligence. Research limitations/implications - This study provides a framework for all stakeholders to work for a common goal and a platform for benchmarking the performance of intelligent home in the long run. Originality/value - This is the first to adopt the learning (bottom-up) algorithm in defining home intelligence. © Emerald Group Publishing Limited. | en_HK |
dc.language | eng | en_US |
dc.publisher | Emerald Group Publishing Limited. The Journal's web site is located at http://www.emeraldinsight.com/f.htm | en_HK |
dc.relation.ispartof | Facilities | en_HK |
dc.subject | Automation | en_HK |
dc.subject | Buildings | en_HK |
dc.subject | Learning | en_HK |
dc.title | A learning model of intelligent home | en_HK |
dc.type | Article | en_HK |
dc.identifier.email | Yiu, CY: ecyyiu@hkucc.hku.hk | en_HK |
dc.identifier.authority | Yiu, CY=rp01035 | en_HK |
dc.description.nature | link_to_subscribed_fulltext | en_US |
dc.identifier.doi | 10.1108/02632770610677646 | en_HK |
dc.identifier.scopus | eid_2-s2.0-33745615810 | en_HK |
dc.identifier.hkuros | 121455 | - |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-33745615810&selection=ref&src=s&origin=recordpage | en_HK |
dc.identifier.volume | 24 | en_HK |
dc.identifier.issue | 9-10 | en_HK |
dc.identifier.spage | 365 | en_HK |
dc.identifier.epage | 375 | en_HK |
dc.identifier.isi | WOS:000210808700005 | - |
dc.publisher.place | United Kingdom | en_HK |
dc.identifier.scopusauthorid | Yiu, CY=9248825800 | en_HK |
dc.identifier.scopusauthorid | Yau, Y=12806101900 | en_HK |
dc.identifier.citeulike | 760886 | - |
dc.identifier.issnl | 0263-2772 | - |