Browse > Article
http://dx.doi.org/10.5392/JKCA.2013.13.04.001

Performance Analysis of Intelligence Pain Nursing Intervention U-health System  

Jung, Hoill (상지대학교 컴퓨터정보공학부 지능시스템연구실)
Hyun, Yoo (상지대학교 시스템운영부)
Chung, Kyung-Yong (상지대학교 컴퓨터정보공학부)
Lee, Young-Ho (가천대학교 IT대학)
Publication Information
The Journal of the Korea Contents Association / v.13, no.4, 2013 , pp. 1-7 More about this Journal
Abstract
A personalized recommendation system is a recommendation system that recommends goods to users' taste by using an automated information filtering technology. A collaborative filtering method in this technology is a method that discriminates certain types, which represent similar patterns. Thus, it is possible to estimate the pain strength based on the data of the patients who have the past similar types and extract related conditions according to the similarity in classified patients. A representative method using the Pearson correlation coefficient for extracting the similarity weight may represent inexact results as the sample data is small according to the amount of data. Also, it has a disadvantage that it is not possible to fast draw results due to the increase in calculations as a square scale as the sample data is large. In this paper, the excellency of the intelligence pain nursing intervention u-health system implemented by comparing the scale and similarity group of the sample data for extracting significant data is verified through the evaluation of MAE and Raking scoring. Based on the results of this verification, it is possible to present basic data and guidelines of the pain of patients recognized by nurses and that leads to improve the welfare of patients.
Keywords
Collaborative Filtering; Pain Nursing; Nursing Support; System Performance; U-health;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 C. W. Song, K. Y. Chung, J. J. Jung, K. W. Rim, and J. H. Lee, "Localized Approximation Method Using Inertial Compensation in WSNs," Information - An International Interdisciplinary Journal, Vol.14, No.11, pp.3591-3600, 2011.
2 Y. G. Jung, M. S. Han, K. Y. Chung, and S. J. Lee, "A Study of a Valid Frequency Range using Correlation Analysis of Throat Signal," Information-An International Interdisciplinary Journal, Vol.14, No.11, pp.3791-3799, 2011.
3 C. W. Song, D. Lee, K. Y. Chung, K. W. Rim, and J. H. Lee, "Interactive Middleware Architecture for Lifelog based Context Awareness", Multimedia Tools and Applications, 2013. DOI 10.1007/s11042-013-1362-7   DOI   ScienceOn
4 J. Manning and E. A. McConnell, "Technology Assessment. A Framework for Generating Questions Useful in Evaluating Nursing Information Systems," J. of Comput Nurs, Vol.15, No.3, pp.141-146, 1997.
5 International Association for the Study of Pain, "Pain terms: A Current List of the Definitions and Notes on Usage," J. of Pain, pp.216-221, 1986.
6 S. A. Brekken and V. J. D. Sheets, "Pain management: A Regulatory Issue," J. of Nursing Administration Quarterly, Vol.32, No.4, pp.288-295, 2008.   DOI   ScienceOn
7 김진현, 이영희, 양봉민, "전국 의료기관의 수술 후 통증 관리 실태 분석", 대한마취과학회지, Vol.55, No.4, pp.458-466, 2008.
8 정귀임, 박정숙, 김혜옥, 윤매옥, 문미영, "암환자통증관리에 대한 의료인의 지식에 관한 조사연구", 임상간호연구, Vol.10, No.1, pp.111-124, 2004.
9 보건복지부, "암성통증관리지침 권고안", 보건복지부, 2003.
10 장영준, 척추수술 환자의 수술 후 통증 변화와 통증 조절 중재에 대한 만족도, 전북대학교 석사학위논문, 2004.
11 D. Billsus and M. J. Pazzani, "Learning Collaborative Information Filters," Proc. of the International Conference on Machine Learning, pp.46-53, 1998.
12 Y. F. Wang, Y. L. Chuang, M. H. Hsu, and H. C. Keh, "A Personalized Recommender System for the Cosmetic Business," J. of Expert Systems with Applications, Vol.26, No.3, pp.427-434, 2004.   DOI   ScienceOn
13 국가암정보센터, http://www.cancer.go.kr/cms/ data/cif/1255082_1616.html, 2009.
14 이준규, 인터넷 개인화 아이템 추천 알고리즘에 대한 연구, 연세대학교 석사학위논문, 2000.
15 최순희, 조복희, 지혜련, 이운주, 김혜숙, 박민정, 표준화된 간호진단, 중재 및 결과 분류, 정문각, 2004.
16 H. Yoo, H. I. Jung, and K. Y. Chung, "Development of Pain Prescription Decision Systems for Nursing Intervention," ICITCS11, LNEE 120, pp.435-444, Springer, 2011.
17 박인숙, 장미, 유순애, 김희진, 오필주, 정희정, " 일개 대학병원 내과 병동 입원환자의 전자의무기록에 사용된 통증간호 기록 분석," 임상간호연구, Vol.16, No.3, p.128, 2010.
18 류현, 협력적 필터링 기법을 이용한 통증 간호중재 지원 시스템, 상지대학교 석사학위논문, 2011.
19 류현, 조선문, 정경용, "보건산업에서 협력적 필 터링을 이용한 통증 간호중재 지원 방법", 한국콘텐츠학회논문지, 제11권, 제7호, pp.1-8, 2011.
20 K. D. Lee, M. Y. Nam, K. Y. Chung, Y. H. Lee, and U. G. Kang, "Context and Profile based Cascade Classifier for Efficient People Detection and Safety Care System," Multimedia Tools and Applications, Vol.63, No.1, pp.27-44, 2013.   DOI