Browse > Article
http://dx.doi.org/10.15207/JKCS.2017.8.1.013

Mining based Mental Health and Blood Pressure Management Service for Smart Health  

Jung, Eun-Jin (Intelligent System Lab., Dept. of Computer Information Engineering, Sangji University)
Kim, Joo-Chang (Intelligent System Lab., Dept. of Computer Information Engineering, Sangji University)
Jung, Hoill (Intelligent System Lab., Dept. of Computer Information Engineering, Sangji University)
Yoo, Hyun (Intelligent System Lab., Dept. of Computer Information Engineering, Sangji University)
Chung, Kyungyong (School of Computer Information Engineering, Sangji University)
Publication Information
Journal of the Korea Convergence Society / v.8, no.1, 2017 , pp. 13-18 More about this Journal
Abstract
As the convergence technology is developing rapidly and the portable mobile devices are spreading in ubiquitous smart healthcare, users were able to get medical information easily through the smart health platform. According to such rapid industrialization, wellness care, aging society, information society, changes in disease aspects and life style, user-centered healthcare, and health promotion contents are being offered. In this study, we proposed the mining based mental health and blood pressure management service for the smart health. The proposed method provides the mental health management service and the blood pressure management service for chronic disease patients within the mining based smart health platform. Users receive optimized healthcare services regardless of time and place in the PHR based smart health platform. For the performance evaluation of the proposed mining based mental health and blood pressure management service, F-measure verification are conducted.
Keywords
Smart Health; Mental Health; Pressure Management; Chronic Disease; Convergence;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 H. Jung, K. Chung, "P2P Context Awareness based Sensibility Design Recommendation using Color and Bio-signal Analysis", Peer-to-Peer Networking and Applications, Vol. 9, No. 3, pp. 546-557, 2016.   DOI
2 H. Jung, K. Chung, "Knowledge-based Dietary Nutrition Recommendation for Obese Management", Information Technology and Management, Vol. 17, No. 1, pp. 29-42, 2016.   DOI
3 H. Jung, K. Chung, "PHR based Life Health Index Mobile Service using Decision Supprot Model", Wireless Personal Communications, Vol 86, No. 1, pp. 315-332. 2016.   DOI
4 K. Chung, R. C. Park, "P2P Cloud Network Services for IoT based Disaster Situations Information", Peer-to-Peer Networking and Applications, Vol. 9, No. 3, pp. 566-577, 2016.   DOI
5 Health Insurance Review and Assessment Service, http://opendata.hira.or.kr/.
6 K. Chung, Roy C. Park, "PHR Open Platform based Smart Health Service using Distributed Object Group Framework", Cluster Computing, Vol. 19, No. 1, pp. 505-517, 2016.   DOI
7 Korea Centers for Disease Control and Prevention, "6th Korean National Health and Nutrition Examinations Survey (KNHANES VI-1)", Korea Centers for Disease Control and Prevention, 2015.
8 L. S. Kim, "Convergence of Information Technology and Corporate Strategy", Journal of the Korea Convergence Society, Vol. 6, No. 6, pp. 17-26, 2015.   DOI
9 J. S. Han, "Color and Brightness Calibration Convergence Technology for 5D Virtual Reality Attractions", Journal of the Korea Convergence Society, Vol. 6, No. 7, pp. 25-30, 2016.
10 S. H. Lee, "Actual Cases and Analysis of IT Convergence for Green IT", Journal of the Korea Convergence Society, Vol. 6, No. 6, pp. 147-152, 2015.   DOI
11 S. Y. Oh, K. Chung, J. S. Han, "Towards Ubiquitous Health with Convergence", International Journal of Technology and Health Care, Vol. 24, No. 3, pp. 411-413, 2016.   DOI
12 T. Michael, Maching Learning, McGraq-Hill, pp. 154-200, 1997.
13 M. J. Lee, "A Game Design for IoT environment", Journal of the Korea Convergence Society, Vol. 6, No. 4, pp. 133-138, 2015.   DOI
14 S. H. Kim, K. Chung, "Emergency Situation Monitoring Service using Context Motion Tracking of Chronic Disease Patients", Cluster Computing, Vol. 18, No. 2, pp. 747-759, 2015.   DOI
15 H. Jung, H. Yoo, K. Chung, "Associative Context Mining for Ontology-Driven Hidden Knowledge Discovery", Cluster Computing, Vol. 19, No. 4, pp. 2261-2271, 2016.   DOI
16 J. C. Kim, K. Chung, "Depression Index Service using Knowledge based Crowdsourcing in Smart Health", Wireless Personal Communication, 2016. DOI: 10.1007/s11277-016-3923-3   DOI