SHIOZAWA Tomoki    Department   Aoyama Gakuin University  Department of Business Administration, School of Business    Position   Professor
Language	English
Publication Date	2024/07
Type
Peer Review	Peer reviewed
Invitation	Invited paper
Title	Comparison of Radial Motions in the Young with Those in the Elderly While Viewing 3D Video Clips Using Artificial Intelligence
Contribution Type	Collaboration
Journal	Gerontology as an Interdisciplinary Science
Journal Type	Another Country
Publisher	Springer; 2024th edition (July 23, 2024)
Volume, Issue, Page	pp.77-87
Total page number	11
Authorship	Last author
Author and coauthor	Yoshiki Itatu, Hiroki Takada, and Tomoki Shiozawa
Details	It has been reported that motion sickness is not visually induced by the foveal vision but by the peripheral vision. As a side note, different findings in the radial motion were observed for each vision. The aim of this study is to classify two types of radial motion data measured while viewing 3D video clips during the foveal and the peripheral vision, respectively. Healthy subjects, composed of ten young males and six elderly persons, voluntarily participated in this study. We herein extracted about 2300 time series of these radial motions for each data size to tell the foveal vision from the peripheral vision by statistical machine learning. As a result, statistical significance was observed in the accuracy of the classification, which increased with the data size. The maximum value of the accuracy was obtained, where the data size was set to be 10 s.