Features of building recommendation systems based on neural network technology using multithreading

• Date: 2022
• Main Authors: Komleva, N.O., Zinovatna, S.L., Liubchenko, V.V., Komlevoi, O.M.
• Format: Article
• Language: English
• Published: Інститут програмних систем НАН України 2022
• Series: Проблеми програмування
• Subjects: Експертні та інтелектуальні інформаційні системи
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/188652
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Features of building recommendation systems based on neural network technology using multithreading / N.O. Komleva, S.L. Zinovatna, V.V. Liubchenko, O.M. Komlevoi // Проблеми програмування. — 2022. — № 3-4. — С. 289-300. — Бібліогр.: 13 назв. — англ.

The article is devoted to the creation of a recommendation system for tourists regarding hotels using a neural network based on a multilayer perceptron. The work uses the mechanism of parallelization of the training sample of the neural network. To check the quality of the provided recommendations,...