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http://dx.doi.org/10.6109/jkiice.2017.21.12.2357

Development of mobile user fatigue measurement system using smart wearable device  

Kim, Na Yeon (Department of Mobile Software, Graduate School, Sangmyung University)
Kim, Dong Keun (Department of Intelligent Engineering Informatics for Human, College of Convergence Engineering, Sangmyung University)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.21, no.12, 2017 , pp. 2357-2364 More about this Journal
Abstract
Recently, smart wearable devices for monitoring health status have been utilized as interest in health care has increased. In this paper, we developed a fatigue measurement system that works with smart wearable devices. Unlike physical fatigue that is restored when you take enough rest, mental fatigue can decrease the efficiency or concentration of work, so you can monitor your mental health status through measurements. This system provides the function to transmit the measured data from the smart wearable device to the smartphone and to calculate the mental fatigue. A fatigue index was developed to measure fatigue and expressed as a number from 1 to 5. In addition, the results of the fatigue calculation and the survey were compared with the results of the independent sample t-test. Therefore, this system will be used to help users manage their health efficiently.
Keywords
Fatigue; Fatigue measurement; Smart watch; Smart wearable device;
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Times Cited By KSCI : 4  (Citation Analysis)
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1 H. J. Lee, H. S. Oh, "A Study on Wearable Device Products- Focused on the Smart Watch and Smart Band-," The Society of Korea Illusart, vol. 18, no. 2, pp. 239-244, Oct. 2015.
2 J. Y. Kang, "Study on the Content Design for Wearable Device - Focus on User Centered Wearable Infotainment Design," Korea Digital Design Council, vol. 15, no. 3, pp. 325-333, Jul. 2015.   DOI
3 RumBing. [Internet]. Available: http://rumbing.tistory.com/43.
4 HiDoc. [Internet]. Available: http://www.hidoc.co.kr/news/healthtoday/item/C0000164967.
5 Samsung Developers. [Internet]. Available: http://developer.samsung.com/health.
6 J. T. Park, H. S. Hwang, J. S. Yun, G. S. Park, I. Y. Moon, "User Motion Recognition Healthcare System Using Smart-Band," Journal of Advanced Navigation Technology, vol. 18, no. 6, pp. 619-624, Dec. 2014.   DOI
7 37 smart band. [Internet]. Available: http://www.37body.co.kr/.
8 Y. W. Lim, "A Study of the Perceived Attractiveness of Wearable Devices-Focused on the Smartwatch," Journal of the Korea Society of Digital Industry and Information Management , vol. 12, no.1, pp.131-141, Mar. 2016.   DOI
9 Samsung Gear S2. [Internet]. Available: http://www.samsung.com/sec/gears2/.
10 J. M. Park, J. R. Hwang, H. J. Kim, "Prospects and Analysis of Technological Trend To Smart Glasses Evolution," Journal of Korea Safety Management & Science, vol. 15, no. 3, pp. 163-170, Sep. 2013.   DOI
11 JINS MEME. [Internet]. Available: https://www.jins-jp.com/jinsmeme/.
12 Bhargavi Nadella, "Eys Detection and Tracking and Eye Gaze Estimation," Asia-pacific Journal of Convergent Research Interchange, HSST, ISSN : 2508-9080, vol.1, no.2, pp. 25-41, June 2015.
13 K. I. Chung, C. H. Song, "Clinical Usefulness of Fatigue Severity Scale for Patients with Fatigue, and Anxiety or Depression," Korean Journal of Psychosomatic Medicine, vol. 9, no. 2, pp. 164-173, 2001.
14 Y.C. Learmonth, D. Dlugonski, L.A. Pilutti, B.M. Sandroff, R. Klaren, R.W. Motl, "Psychometric properties of the Fatigue Severity Scale and the Modified Fatigue Impact Scale," Journal of the Neurological Sciences, vol. 331, no. 15, pp. 102-107, Aug. 2013   DOI
15 J. B. Yoo, "A Study on the Coefficient of Determination in Linear Regression Models with Multicollinearity," The Journal of Applied Science Technology, vol. 5, no. 1, pp. 123-130, Feb. 1996.
16 S. W. Kim, S. C. Shin, "Development of Mobile Healthcare System Using ECG Measurement," Journal of the Korea Institute of Information and Communication Engine ering, vol.18, no. 8, pp. 2008-2016, Aug. 2014.   DOI