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http://dx.doi.org/10.6109/jkiice.2013.17.11.2653

Design and Implementation of Sleep Disorders Improvement System Based on Multi-Sensor  

Le, Young-Woo (Department of Computer Science, Gachon University)
Park, Seok-Cheon (Department of Computer Engineering, Gachon University)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.17, no.11, 2013 , pp. 2653-2660 More about this Journal
Abstract
Representative sleep disorders represent sleep apnea and snoring. Although researches to diagnose sleep disorders as solutions for these problems are going on, the original researches only diagnose and measure sleep disorders but ones to find out the reasons are not activated much. Therefore, to reinforce this, this paper suggests sleep disorder improvement system based on multi-sensor. To design the system proposed in this paper, the entire system's structure was found and data's flow was planned. To ensure that the system works, mobile application and user interface was built based on Android. To test the results on accuracy of sleep disorders improvement system based on ontology using multi sensor built and planned in this paper, a scenario was written. As a result of testing inference results' accuracy changing factor values of sleep disorders following test scenario, proposed sleep disorders improvement system's accuracy was checked.
Keywords
Sleep apnea; Snoring; Sleep Disorders; Ontology;
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1 Viner S., Szalai J.P., Hoffstein V., "Are history and physical examination a good screening test for sleep apnea?," Ann Intern Med, pp. 115:356-359, 1991.   DOI   ScienceOn
2 Tami T. A., Duncan H. J. and Pfleger M., "Identification of obstructive sleep apnea in patients who snore," Laryngoscope, Vol. 108, pp. 508-513, 1998.   DOI   ScienceOn
3 Kim J., In K., Kim J., You S., Kang K., Shim J., "Prevalence of sleep-disordered breathing in middle-aged Korean men and women," Am J Respir Crit Care Med, Vol. 170, pp. 1108-1113, 2004.   DOI   ScienceOn
4 Kawahara S., Akashiba T., Akahoshi T. and Horie T., "Nasal CPAP improves the quality of life and lessens the depressive symptoms in patients with obstructive sleep apnea syndrome," Intern Med, Vol. 44, pp. 422-427, 2005.   DOI   ScienceOn
5 Foreman, M. D. and Wykle, M., "Nursing standard of practice protocol: sleep disturbances in elderly patients," Geriatric Nursing, Vol. 16(5), pp. 238-243, 1995.   DOI   ScienceOn
6 Rodehn. M., "The importance of sleep," Nursing Standard, Vol. 13(24), pp. 44-47, 1999.
7 James K. W. and others (Eds.), "National Heart, Lung, and Blood Institute Working Group on Insomnia. Insomnia: Assessment and management in primary care," American Family Physician, Vol. 59, pp. 3029-3038, 1999.
8 Ancoli-Israel. S., Roth, T., "Characteristics of insomnia in the United States: results of the 1991 National Sleep Foundation survey," I. PSleep Vol. 22(2), pp. 347-353, 1999.
9 Lamberg L., "Promoting adequate sleep finds a place on the public healthagenda," JAMA, 291, pp. 2415-2417, 2004.   DOI   ScienceOn
10 American Academy Of Sleep medicine. International classification of sleep disorders, 2nd ed. Diagnostic and coding manual. Westchester, III: American Academy of Sleep Medicine, 2005.
11 Block, A.J., Faulkner, J.A., Hughes, A.L., Remmers, J.E., Thach, B, "Factors influencing upper airway closure," Chest, Vol. 86, pp. 14-122, 1984.   DOI   ScienceOn
12 Fischer, D. H. "From the sauri towards ontologies?," Structures and relation in knowledge organisation, Vol 11, Aug, 1998.