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http://dx.doi.org/10.15207/JKCS.2018.9.11.227

Predicting Sensitivity of Motion Sickness using by Pattern of Cardinal Gaze Position  

Park, Sangin (Industry-Academy Cooperation Team, Sangmyung University)
Lee, Dong Won (Department of Emotion Engineering, Sangmyung University)
Mun, Sungchul (Future Engine Lab., CJ Hello)
Whang, Mincheol (Department of Intelligent Engineering Informations for Human, Sangmyung University)
Publication Information
Journal of the Korea Convergence Society / v.9, no.11, 2018 , pp. 227-235 More about this Journal
Abstract
The aim of this study is to predict the sensitivity of motion sickness (MS) using pattern of cardinal gaze position (CGP) before experiencing the virtual reality (VR) content. Twenty volunteers of both genders (8 females, mean age $28.42{\pm}3.17$) participated in this experiment. They was required to measure the pattern of CGP for 5 minute, and then watched VR content for 15 minute. After watching VR content, subjective experience for MS reported from participants using by 'Simulator Sickness Questionnaire (SSQ)'. Statistical significance between CGP and SSQ score were confirmed using Pearson correlation analysis and independent t-test, and prediction model was extracted from multiple regression model. PCPA & PCPR indicators from CGP revealed significantly difference and strong or moderate positive correlation with SSQ score. Extracted prediction model was tested using correlation coefficient and mean error, SSQ score between subjective rating and prediction model showed strong positive correlation and low difference.
Keywords
Motion Sickness; Cardinal Gaze Position; Vestibulo-Ocular Reflex; Virtual Reality; Head Mounted Display;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 G. Nie, Y. Liu & Y. Wang. (2017, October). [POSTER] Prevention of Visually Induced Motion Sickness Based on Dynamic Real-Time Content-Aware Non-salient Area Blurring. In Mixed and Augmented Reality (ISMAR-Adjunct), 2017 IEEE International Symposium on (pp. 75-78). IEEE. DOI: 10.1109/ISMAR-Adjunct.2017.35
2 N. Padmanaban, T. Ruban, V. Sitzmann, A. M. Norcia & G. Wetzstein. (2018). Towards a Machine-Learning Approach for Sickness Prediction in $360^{\circ}$ Stereoscopic Videos. IEEE Transactions on Visualization & Computer Graphics, (1), 1594-1603. DOI: 10.1109/TVCG.2018.2793560
3 C. M. Oman. (1990). Motion sickness: a synthesis and evaluation of the sensory conflict theory. Canadian journal of physiology and pharmacology, 68(2), 294-303. DOI: 10.1139/y90-044   DOI
4 T. A. Stoffregen, K. Yoshida, S. Villard, L. Scibora & B. G. Bardy. (2010). Stance width influences postural stability and motion sickness. Ecological Psychology, 22(3), 169-191. DOI: 10.1080/10407413.2010.496645   DOI
5 J. E. Roy & K. E. Cullen. (1998). A neural correlate for vestibulo-ocular reflex suppression during voluntary eye-head gaze shifts. Nature neuroscience, 1(5), 404. DOI: https://doi.org/10.1038/1619   DOI
6 S. Mun, M. C. Park, S. Park & M. Whang. (2012). SSVEP and ERP measurement of cognitive fatigue caused by stereoscopic 3D. Neuroscience letters, 525(2), 89-94. DOI: 10.1016/j.neulet.2012.07.049   DOI
7 J. Daugman. (2004). Iris recognition border-crossing system in the UAE. International Airport Review, 8(2), 49-53.
8 E. C. Lee, K. R. Park, M. Whang & K. Min. (2009). Measuring the degree of eyestrain caused by watching LCD and PDP devices. International Journal of Industrial Ergonomics, 39(5), 798-806. DOI: 10.1016/j.ergon.2009.02.008   DOI
9 S. Park, M. J. Won, D. W. Lee & M. Whang. (2018). Non-contact measurement of heart response reflected in human eye. International Journal of Psychophysiology, 123, 179-198. DOI: 10.1016/j.ijpsycho.2017.07.014   DOI
10 J. Bailenson, K. Patel, A. Nielsen, R. Bajscy, S. H. Jung & G. Kurillo. (2008). The effect of interactivity on learning physical actions in virtual reality. Media Psychology, 11(3), 354-376. DOI: 10.1080/15213260802285214   DOI
11 J. E. Bos, W. Bles & E. L. Groen. (2008). A theory on visually induced motion sickness. Displays, 29(2), 47-57.   DOI
12 J. D. Moss & E. R. Muth. (2011). Characteristics of head-mounted displays and their effects on simulator sickness. Human factors, 53(3), 308-319. DOI: 10.1177/0018720811405196   DOI
13 M. Kesim & Y. Ozarslan. (2012). Augmented reality in education: current technologies and the potential for education. Procedia-Social and Behavioral Sciences, 47, 297-302. DOI: 10.1016/j.sbspro.2012.06.654   DOI
14 S. Sharples, S. Cobb, A. Moody & J. R. Wilson. (2008). Virtual reality induced symptoms and effects (VRISE): Comparison of head mounted display (HMD), desktop and projection display systems. Displays, 29(2), 58-69. DOI: 10.1016/j.displa.2007.09.005   DOI
15 J. Hakkinen, T. Vuori & M. Paakka. (2002, October). Postural stability and sickness symptoms after HMD use. In IEEE International Conference on Systems, Man and Cybernetics (Vol. 1, pp. 147-152). DOI: 10.1109/ICSMC.2002.1167964
16 A. S. Fernandes & S. K. Feiner. (2016, March). Combating VR sickness through subtle dynamic field-of-view modification. In 3D User Interfaces (3DUI), 2016 IEEE Symposium on (pp. 201-210). IEEE. DOI: 10.1109/3DUI.2016.7460053
17 S. Park, M. J. Won, E. C. Lee, S. Mun, M. C. Park & M. Whang. (2015). Evaluation of 3D cognitive fatigue using heart-brain synchronization. International Journal of Psychophysiology, 97(2), 120-130. DOI: 10.1016/j.ijpsycho.2015.04.006   DOI
18 M. Saglam & N. Lehnen. (2014). Gaze stabilization in chronic vestibular-loss and in cerebellar ataxia: Interactions of feedforward and sensory feedback mechanisms. Journal of Vestibular Research, 24(5, 6), 425-431. DOI: 10.3233/VES-140538
19 E. J. Song & A. L. Jung. (2017). A Study for Reducing of Cyber Sickness on Virtual Reality. Journal of Digital Contents Society, 18(3), 429-434.   DOI
20 S. Park, M. J. Won, S. Mun, E. C. Lee & M. Whang. (2014). Does visual fatigue from 3D displays affect autonomic regulation and heart rhythm?. International Journal of Psychophysiology, 92(1), 42-48. DOI: 10.1016/j.ijpsycho.2014.02.003   DOI
21 J. Kang & C. Kim. (2018). A convergence study on the influence of full immersion virtual reality on the autonomic nervous system of healthy adults. Journal of the Korea Convergence Society, 9(3), 131-135. DOI: 10.15207/JKCS.2018.9.3.131   DOI
22 S. Mun, M. Whang, S. Park & M. C. Park (2017). Effects of mental workload on involuntary attention: A somatosensory ERP study. Neuropsychologia, 106, 7-20. DOI: 10.1016/j.neuropsychologia.2017.08.021   DOI