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Ubiquitous Life People Informatics Engine (U-Life PIE): Wearable Health Promotion System
Authors: Yi-Ping Lo, Shi-Yao Wei, Chih-Chun Ma
Abstract:
Since Google launched Google Glass in 2012, numbers of commercial wearable devices were released, such as smart belt, smart band, smart shoes, smart clothes ... etc. However, most of these devices perform as sensors to show the readings of measurements and few of them provide the interactive feedback to the user. Furthermore, these devices are single task devices which are not able to communicate with each other. In this paper a new health promotion system, Ubiquitous Life People Informatics Engine (U-Life PIE), will be presented. This engine consists of People Informatics Engine (PIE) and the interactive user interface. PIE collects all the data from the compatible devices, analyzes this data comprehensively and communicates between devices via various application programming interfaces. All the data and informations are stored on the PIE unit, therefore, the user is able to view the instant and historical data on their mobile devices any time. It also provides the real-time hands-free feedback and instructions through the user interface visually, acoustically and tactilely. These feedback and instructions suggest the user to adjust their posture or habits in order to avoid the physical injuries and prevent illness.Keywords: Machine learning, user interface, user experience, Internet of things, health promotion.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1124593
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[1] I. Chishti. The Unani Profile: Six Factors. http://www.unani.com/6\ factors\ of\ health.htm, 2006. Accessed: 2016-01-29.
[2] D. Bhatia, T. Bejarano, and M. Novo. Current interventions in the management of knee osteoarthritis. Journal of Pharmacy & Bioallied Sciences, 5(1):30–38, 2013.
[3] J. K. DiBaise and A. E. Foxx-Orenstein. Role of the gastroenterologist in managing obesity. Expert review of gastroenterology & hepatology, 7(5):439–51, 2013.
[4] L. Xie, H. Kang, Q. Xu, M. J. Chen, Y. Liao, M. Thiyagarajan, J. O’Donnell, D. J. Christensen, C. Nicholson, J. J. Iliff, T. Takano, R. Deane, and M. Nedergaard. Sleep Drives Metabolite Clearance from the Adult Brain. Science, 342(18):373–377, 2013.
[5] Insomnia. http://www.sleepeducation.org/essentials-in-sleep/insomnia/ overview-facts, 2015. Accessed: 2016-01-29.
[6] P. Salovey, A. J. Rothman, J. B. Detweiler, and W. T. Steward. Emotional States and Physical Health. American Psychologist, 55(1):110–121, 2000.
[7] H. Gilburt. Mental health under pressure. http://www.kingsfund.org.uk/ publications/mental-health-under-pressure, 2015. Accessed: 2016-01-29.
[8] A. Goldstein and P. J. Lowery. Effect of the opiate antagonist naloxone on body temperature in rats. Life Sciences, 17(6):927–931, 1975.
[9] G. Krishna, E. Miller, and S. Kapoor. Increased blood pressure during potassium depletion in normotensive men. The New England Journal of Medicine, 320(18):1177–1182, 1989.
[10] M. D. Drennan, D. F. Kripke, H. A. Klemfuss, and J. D. Moore. Potassium Affects Actigraph-Identified Sleep. Sleep, 14(4):357–360, 1991.
[11] D. E. Ford and D. B. Kamerow. Epidemiologic Study of Sleep Disturbances and Psychiatric Disorders An Opportunity for Prevention? JAMA, 262(11):1479–1484, 1989.
[12] D. Freeman, K. Pugh, N. Vorontsova, and L. Southgate. Insomnia and paranoia. Schizophrenia Research, 108(1-3):280–284, 2009.
[13] M. Swan. Sensor Mania! The Internet of Things, Wearable Computing, Objective Metrics, and the Quantified Self 2.0. J. Sens. Actuator Netw, 1:217–253, 2012.
[14] T. P. Andriacchi. Dynamics of knee malalignment. Orthopedic Clinics North America, 25:395–403, 1994.
[15] C. Prodromos, T. Andriacchi, and J. Galante. A relationship between gait and clinical changes following high tibial osteotomy. J Bone Joint Surg Am, 67(8):1188–1194, 1985.
[16] P. Shull, K. Lurie, M. Shin, T. Besier, and M. Cutkosky. Haptic Gait Retraining for Knee Osteoarthritis Treatment. pages 409–416, Waltham, Massachusetts, USA, 2010. IEEE Haptics Symposium.
[17] USDA National Nutrient Database. http://ndb.nal.usda.gov/, 2016. Accessed: 2016-01-29.
[18] K. Suˇ smˇ akov ´ a. Human Sleep and Sleep EEG. ´ Measurement Science Review, 4(2):59–74, 2004.
[19] B. M. Appelhans and L. J. Luecken. Heart Rate Variability as an Index of Regulated Emotional Responding. Review of General Psychology, 10(3):240–299, 2006.
[20] Y.-P. Lin, C.-H. Wang, T.-P. Jung, T.-L. Wu, S.-K. Jeng, J.-R. Duann, and J.-H. Chen. EEG-Based Emotion Recognition in Music Listening. IEEE Transactions on Biomedical Engineering, 57(7):1798–1806, 2010.