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

Jiyong Park, Dohoon Kim, Taek Lee, Hoh In

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish
Title of host publicationCIT 2007: 7th IEEE International Conference on Computer and Information Technology
Pages979-984
Number of pages6
DOIs
Publication statusPublished - 2007 Dec 1
EventCIT 2007: 7th IEEE International Conference on Computer and Information Technology - Aizu-Wakamatsu, Fukushima, Japan
Duration: 2007 Oct 162007 Oct 19

Other

OtherCIT 2007: 7th IEEE International Conference on Computer and Information Technology
CountryJapan
CityAizu-Wakamatsu, Fukushima
Period07/10/1607/10/19

Fingerprint

Smart Home
Decision making
Ubiquitous computing
Hidden Markov models
Decision Making
Situation Awareness
Ubiquitous Computing
Markov Model
Demonstrate
Simulation

ASJC Scopus subject areas

  • Computer Science Applications
  • Information Systems
  • Software
  • Mathematics(all)

Cite this

Park, J., Kim, D., Lee, T., & In, H. (2007). Effective service decision using ambient-based HHMM in smart home system. In CIT 2007: 7th IEEE International Conference on Computer and Information Technology (pp. 979-984). [4385212] https://doi.org/10.1109/CIT.2007.4385212

Effective service decision using ambient-based HHMM in smart home system. / Park, Jiyong; Kim, Dohoon; Lee, Taek; In, Hoh.

CIT 2007: 7th IEEE International Conference on Computer and Information Technology. 2007. p. 979-984 4385212.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Park, J, Kim, D, Lee, T & In, H 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, 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
Park J, Kim D, Lee T, In H. Effective service decision using ambient-based HHMM in smart home system. In CIT 2007: 7th IEEE International Conference on Computer and Information Technology. 2007. p. 979-984. 4385212 https://doi.org/10.1109/CIT.2007.4385212
Park, Jiyong ; Kim, Dohoon ; Lee, Taek ; In, Hoh. / Effective service decision using ambient-based HHMM in smart home system. CIT 2007: 7th IEEE International Conference on Computer and Information Technology. 2007. pp. 979-984
@inproceedings{c54f61cce33e43cca3f36c17375c7c0e,
title = "Effective service decision using ambient-based HHMM in smart home system",
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.",
author = "Jiyong Park and Dohoon Kim and Taek Lee and Hoh In",
year = "2007",
month = "12",
day = "1",
doi = "10.1109/CIT.2007.4385212",
language = "English",
isbn = "0769529836",
pages = "979--984",
booktitle = "CIT 2007: 7th IEEE International Conference on Computer and Information Technology",

}

TY - GEN

T1 - Effective service decision using ambient-based HHMM in smart home system

AU - Park, Jiyong

AU - Kim, Dohoon

AU - Lee, Taek

AU - In, Hoh

PY - 2007/12/1

Y1 - 2007/12/1

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=38049091458&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=38049091458&partnerID=8YFLogxK

U2 - 10.1109/CIT.2007.4385212

DO - 10.1109/CIT.2007.4385212

M3 - Conference contribution

AN - SCOPUS:38049091458

SN - 0769529836

SN - 9780769529837

SP - 979

EP - 984

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

ER -