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모바일 컴퓨팅 환경에서 천식 환자 관리를 위한 데이터마이닝 기법 기반 멀티에이전트 시스템

Other Titles
 Multiagent System using Data Mining Technique for the Management of Asthma in Mobile Computing Environments 
Authors
 김성림  ;  권준희  ;  홍천수  ;  유선국 
Citation
 Journal of Korean Society of Medical Informatics (대한의료정보학회지), Vol.10(3) : 311-319, 2004 
Journal Title
Journal of Korean Society of Medical Informatics(대한의료정보학회지)
ISSN
 1225-8903 
Issue Date
2004
Keywords
Asthma ; Mobile ; Data Mining ; Multiagent ; Telemedicine
Abstract
Objective: In the mobile computing environments, doctors or patients with mobile devices can access services at any time, any place. It makes chronic diseases, such as asthma care successively and in long-term. This paper presents a new multiagent system using data mining technique for the management of asthma in mobile computing environments. Methods: In mobile computing environments, mobile communication is prone to disconnection. To use the services when disconnected, we locally store the recommendation information in mobile devices. Then, when user reconnects network, the new information is delivered in mobile devices. Because mobile devices have a limitation of resource, we store only patterns and recent data. We adopted data mining technique from the large pool of accumulated patients data can be utilized to summarize observed correlations and trends. Results: We propose multiagent system composed of a Pattern Agent, a Selection Agent and a Recommendation Agent. They make asthmatic-caring system access effectively in mobile computing environments. We describe the underlying architecture and the process. Then we make a prototype with asthmatic patients data in the Severance Hospital in Korea. Conclusion: The results of our study can be contributed to aid management of asthma in mobile computing environments.
Files in This Item:
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Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Medical Engineering (의학공학교실) > 1. Journal Papers
Yonsei Authors
Yoo, Sun Kook(유선국) ORCID logo https://orcid.org/0000-0002-6032-4686
Hong, Chein Soo(홍천수)
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/111957
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