Paper Info
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.
Year
DOI
Venue
2007
10.1109/CIT.2007.96
CIT
Keywords
Field
DocType
intelligent service device,environment information,various user data,user authority,smart home system,intelligent device,ubiquitous computing environment,appropriate service,ambient-based hhmm,traditional system,effective service decision,effective decision,ubiquitous computing,situation awareness,smart home,hidden markov models,specific activity
Computer science,Situation awareness,Hierarchical hidden Markov model,Home computing,Home automation,Ubiquitous computing,Hidden Markov model,Distributed computing
Conference
ISBN
Citations 
PageRank 
0-7695-2983-6
0
0.34
References 
Authors
4
4
Name
Order
Citations
PageRank
Jiyong Park14011.02
Dohoon Kim214617.21
Taek Lee310812.50
Hoh Peter In434840.66