PROGRAM SYSTEMS: THEORY AND APPLICATIONS

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Online Scientific Journal published by the Ailamazyan Program Systems Institute of the Russian Academy of Sciences

Supercomputing Software and Hardware
Software and Hardware for Distributed Systems and Supercomputers
Mathematical Foundations of Programming
Artificial Intelligence, Intelligence Systems, Neural Networks

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• Содержание выпуска •
• Supercomputing Software and Hardware •
• Software and Hardware for Distributed Systems and Supercomputers •
• Mathematical Foundations of Programming •
• Artificial Intelligence, Intelligence Systems, Neural Networks •

Artificial Intelligence, Intelligence Systems, Neural Networks

Responsible for the Section: doctor of technical Sciences Vyacheslav Khachumov., candidate of technical Sciences Eugene Kurshev.

On the left: assigned number of the paper, submission date, the number of A5 pages contained in the paper, and the reference to the full-text PDF .

 

Article # 16_2019

31 p.

PDF

submitted on 13th June 2019 displayed on website on 30th Sept 2019

Natalia Kiselnikova, Evgeniya Kuminskaya, Andrey Latyshev, Vitaly Fralenko, Mikhail Khachumov
Tools for the analysis of the depressed state and personality traits
of a person

The analysis of works dedicated to the identification of a stable relationship between personality traits and a person’s depression is carried out according to a complex of information available in social networks. The importance of automated problem solving is determined by the need to timely detect signs of depression as a widespread mental illness in order to take measures for its prevention and treatment in the early stages. The article discusses the issues of building mechanisms for identifying patterns and building modern tools for analyzing social network data for conducting scientific research in the subject area. As tools for identifying depression, it is proposed to apply modern methods of automatic analysis of web pages, formalize the identification of destructive information on psychologists’ proposals, test hypotheses about the presence of correlation links, automatically classify text-graphic information using an artificial neural network device in combination with semantic and psychological methods data analysis. On the basis of the studies performed, it was shown that there is a significant correlation between various gradations of depression and some personality traits, as well as the presence of a stable correlation between the personality traits of the Big Five. (In Russian).


Key words: personality traits, Big Five, social network, depression, Big Data, automatic analysis, web page, correlation, artificial neural network, psychological portrait.

article citation

http://psta.psiras.ru/read/psta2019_3_129-159.pdf

 DOI

https://doi.org/10.25209/2079-3316-2019-10-3-129-159

• Supercomputing Software and Hardware •
• Software and Hardware for Distributed Systems and Supercomputers •
• Mathematical Foundations of Programming •
• Artificial Intelligence, Intelligence Systems, Neural Networks •

 

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