シオザワ　トモキ   SHIOZAWA Tomoki   塩澤　友規    所属   青山学院大学  経営学部 経営学科    職種   教授
言語種別	英語
発行・発表の年月	2022/10
形態種別	学術雑誌
査読	査読あり
標題	A Study for Statistical Machine Learning to Classify Radial Motions.
執筆形態	共同
掲載誌名	Forma
掲載区分	国外
巻・号・頁	37,pp.S17-S27
著者・共著者	Itazu Y, Matsuura Y, Shiozawa T, Takada H.
概要	It has been reported that the motion sickness is induced by visual approaches especially in the peripheral vision. Human visual information in peripheral is processed along dorsal streams in the brain. In this paper, we measured the radial motion of the young and the elderly while viewing video clips. We herein conducted the statistical machine learning (ML) to classify any test data into the peripheral and central vision. As a result, the values of the accuracy in the young were tended to be higher than those in the elderly. In addition, a comparison of the correct rate of the classification between peripheral and central vision showed that the rate for the central vision was higher than that for the peripheral vision.