Optimization algorithms intellectual labor information visualization techniques using cognitive semantic graphics

Степанян, И. В. and Денисов, Э. И. and Еремин, А. Л. and Бодякин, В. И. and Савельев, А. В. (2014) Optimization algorithms intellectual labor information visualization techniques using cognitive semantic graphics Нейрокомпьютеры: разработка, применение (7). pp. 53-59. ISSN 1999-8554

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Abstract

For further advance in the direction of cognitive processes optimizing necessary to develop methods for measuring visual information, such as geometry of merged information elements (components) [8], neuro-semantic tools for converting of linear information flow in a hierarchical multipartite graph by auto-structurization mechanism [9], etc. From the hygienic point of view this would measurements, evaluation and standardization of information and achievement of adequate mental stress (according to the group of three GOST R ISO 10075 «Ergonomic principles of ensure the adequacy of mental workload» 2009–2011) and the prevention of operators neuro-emotional tension. Testing and comparative analysis of methods for constructing semantic graph maps the information, provided in the form of a text stream for visualizing of structural frequency representation under technology word clouds – wordle.net (Feinberg J., 2013), and under advanced with the vectors of logical connections (Stepanian I. V., 2013) were presented. The perspective of these technologies to improve efficiency in ergatic systems «man – machine – environment – society» was marked. And using on the technologies for optimize the display, perception and analysis of large data amounts in ergatic systems and for intellectual innovation actions in conditions of high information loads was estimated as very perspective research area in occupational medicine psychophysiology and mental labor. Bring together the scientific community on development and implement of algorithms for semantic clustering and word processing software (including taking into account the Glass theory) in the «opto-electronic ergatic systems» involving human registrar-operator, could foster intellectual work with «augmented reality», improve safety, emergence, and innovative creativity.

Item Type: Article
Uncontrolled Keywords: intellectual activity; innovation; bioinformatics; neurosemantics; neuroscience; information hygiene; optimization of the intellectual labor; cognitive graphics; augmented reality
Subjects: Articles in journals > Збірники наукових праць
Divisions: Institutes > Institute of Society > Chair of Information Technologies and Mathematics > Chair of Computer Science
Depositing User: Dr. Sci. Aleksandr / A..V. Bushma
Date Deposited: 02 Apr 2015 08:55
Last Modified: 02 Apr 2015 08:55
URI: http://elibrary.kubg.edu.ua/id/eprint/8948

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