文章基本信息

标题：Assessing the Aircraft Crew Activity Basing on Video Oculography Data
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作者：Kuravsky L.S. ; Yuriev G.A. ; Zlatomrezhev V.I. 等
期刊名称：Experimental Psychology (Russia)
印刷版ISSN：2072-7593
电子版ISSN：2311-7036
出版年度：2021
卷号：14
期号：1
页码：204-222
DOI：10.17759/exppsy.2021140110
出版社：Moscow State University of Psychology and Education
摘要：Mathematical models and methods for crew training level assessing based on video oculography data are presented. The results obtained are based on comparing the studied fragments of oculomotor activity of pilots with comparable patterns of video oculography data of various types and performance quality contained in a pre-formed specialized database. To obtain estimates, a complex combination of random process analysis and multivariate statistical analysis is used. The “intelligence” of diagnostic tools is contained in empirical data and can flexibly change as they accumulate. The considered example of determining the flight mode and pilot qualification based on video oculography data allows us to talk about the possibility of significant discrimination of the gaze movement trajectories of pilots at different flight phases and significant discrimination of the gaze movement trajectories of experienced and inexperienced pilots at certain phases of flight. An important new component of the presented results is a discriminant analysis for solving the problem of flight exercises classification, based on the principles of quantum computing. The scope of the considered approach is not limited to aviation applications and can be extended to tasks that are similar in content.
关键词：crew training level assessing; video oculography; Discriminant Analysis; Multidimensional Scaling; Cluster Analysis; oculomotor activity indexes.