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

Jiyong Park, Dohoon Kim, Taek Lee, Hoh Peter 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
Subtitle of host publication7th IEEE International Conference on Computer and Information Technology
Pages979-984
Number of pages6
DOIs
Publication statusPublished - 2007
EventCIT 2007: 7th IEEE International Conference on Computer and Information Technology - Aizu-Wakamatsu, Fukushima, Japan
Duration: 2007 Oct 162007 Oct 19

Publication series

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

Other

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

ASJC Scopus subject areas

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

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  • Cite this

    Park, J., Kim, D., Lee, T., & In, H. P. (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] (CIT 2007: 7th IEEE International Conference on Computer and Information Technology). https://doi.org/10.1109/CIT.2007.4385212