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

• Veröffentlicht in: PROBLEMS IN PROGRAMMING
• Datum: 2023
• Heft: 3-4
• Сторінки: 289-300
• ISSN: 1727-4907
• Автори та афіліації: N.O. Komleva — Odessa National Polytechnic University — ORCID: 0009-0002-2796-6449; S.L. Zinovatna — Odessa National Polytechnic University — ORCID: 0000-0002-9190-6486; V.V. Liubchenko — Odessa National Polytechnic University — ORCID: 0000-0002-4611-7832; O.M. Komlevoi — Odessa National Medical University — ORCID: 0000-0002-8297-089X
• Hauptverfasser: Komleva, N.O., Zinovatna, S.L., Liubchenko, V.V., Komlevoi, O.M.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2023
• Schlagworte: recommendation system; neural network; parallel computing; software engineering; UDC 004:62-52:004.853
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/530
• Назва журналу: Problems in programming

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