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JOURNALS // Uchenyye zapiski UlGU. Seriya "Matematika i informatsionnyye tekhnologii" // Archive

Uchenyye zapiski UlGU. Seriya "Matematika i informatsionnyye tekhnologii", 2020 Issue 2, Pages 80–85 (Mi ulsu16)

Application of machine learning for express testing of developers’ level

E. V. Shchennikova, R. E. Navoshin, D. U. Trifonova

Ogarev Mordovia State University, Saransk, Russia

Abstract: The implementation of a machine learning method using a neural network with a connection based on the use of the Brain.js library is considered. It is proposed to construct an artificial neural network that automates the process of determining the level of experience of an applicant for a position in an IT company, taking into account a small investment of time and resources. The results can be used in the development of tools for rapid testing.

Keywords: machine learning, JavaScript, Brain.js, artificial neural network, express testing.

UDC: 004.032.26

Received: 28.11.2020
Revised: 05.12.2020
Accepted: 19.12.2020



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