Effective service decision using ambient-based HHMM in smart home system

Jiyong Park; Dohoon Kim; Taek Lee; Hoh Peter In

doi:10.1109/CIT.2007.4385212

Effective service decision using ambient-based HHMM in smart home system

Jiyong Park, Dohoon Kim, Taek Lee, Hoh Peter In

Department of Computer Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In ubiquitous computing environments, smart home system is the one of major applications that offers appropriate service reacting user's specific activity intelligently. Therefore, in contrast to a traditional system, the intelligent service device in smart home system needs various user data and the information about the environment. However, it is difficult for the device to obtain the information including user's intention sufficiently. Additionally, the system demands the decision making method which provides the proper selection in intelligent devices. In this paper, we propose the smart home system applied situation awareness and the effective decision making method based on the hierarchical hidden Markov model applied to users ambient under the collected user authority and environment information. We demonstrate our approach through a simulation in the smart home system.

Original language	English
Title of host publication	CIT 2007
Subtitle of host publication	7th IEEE International Conference on Computer and Information Technology
Pages	979-984
Number of pages	6
DOIs	https://doi.org/10.1109/CIT.2007.4385212
Publication status	Published - 2007
Event	CIT 2007: 7th IEEE International Conference on Computer and Information Technology - Aizu-Wakamatsu, Fukushima, Japan Duration: 2007 Oct 16 → 2007 Oct 19

Publication series

Name	CIT 2007: 7th IEEE International Conference on Computer and Information Technology

Other

Other	CIT 2007: 7th IEEE International Conference on Computer and Information Technology
Country/Territory	Japan
City	Aizu-Wakamatsu, Fukushima
Period	07/10/16 → 07/10/19

ASJC Scopus subject areas

Computer Science Applications
Information Systems
Software
Mathematics(all)

Access to Document

10.1109/CIT.2007.4385212

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Effective service decision using ambient-based HHMM in smart home system. / Park, Jiyong; Kim, Dohoon; Lee, Taek et al.
CIT 2007: 7th IEEE International Conference on Computer and Information Technology. 2007. p. 979-984 4385212 (CIT 2007: 7th IEEE International Conference on Computer and Information Technology).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Park, J, Kim, D, Lee, T & In, HP 2007, Effective service decision using ambient-based HHMM in smart home system. in CIT 2007: 7th IEEE International Conference on Computer and Information Technology., 4385212, CIT 2007: 7th IEEE International Conference on Computer and Information Technology, pp. 979-984, CIT 2007: 7th IEEE International Conference on Computer and Information Technology, Aizu-Wakamatsu, Fukushima, Japan, 07/10/16. https://doi.org/10.1109/CIT.2007.4385212

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abstract = "In ubiquitous computing environments, smart home system is the one of major applications that offers appropriate service reacting user's specific activity intelligently. Therefore, in contrast to a traditional system, the intelligent service device in smart home system needs various user data and the information about the environment. However, it is difficult for the device to obtain the information including user's intention sufficiently. Additionally, the system demands the decision making method which provides the proper selection in intelligent devices. In this paper, we propose the smart home system applied situation awareness and the effective decision making method based on the hierarchical hidden Markov model applied to users ambient under the collected user authority and environment information. We demonstrate our approach through a simulation in the smart home system.",

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AB - In ubiquitous computing environments, smart home system is the one of major applications that offers appropriate service reacting user's specific activity intelligently. Therefore, in contrast to a traditional system, the intelligent service device in smart home system needs various user data and the information about the environment. However, it is difficult for the device to obtain the information including user's intention sufficiently. Additionally, the system demands the decision making method which provides the proper selection in intelligent devices. In this paper, we propose the smart home system applied situation awareness and the effective decision making method based on the hierarchical hidden Markov model applied to users ambient under the collected user authority and environment information. We demonstrate our approach through a simulation in the smart home system.

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Effective service decision using ambient-based HHMM in smart home system

Abstract

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Other

ASJC Scopus subject areas

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