Using artificial intelligence technologies to optimize methodology and organization of scientific research

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2025
• Issue: 3
• Pages: 91-101
• ISSN: 1727-4907
• Author Affiliations: S.V. Popereshnyak — NTUU "KPI"
• Keywords: системи штучного інтелекту, модель штучного інтелекту, штучний інтелект ші, автоматизація наукових досліджень, системи на базі штучного інтелекту, artificial intelligence, алгоритми штучного інтелекту, методи штучного інтелекту, scientometrics, labview
• Main Author: Popereshnyak, S.V.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2025
• Subjects: artificial intelligence; scientific research methodology; research organization; reproducibility; ex plainability; Bayesian methods; optimization; POMDP; data bias; academic integrity; UDC 004.8: 001.89
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/861
• Journal Title: Problems in programming

The rapid digitalization of science puts forward new requirements for the methodology and organization of research. Artificial intelligence (AI) tools are able to accelerate data analysis, support hypothesis generation, and automate routine procedures, but at the same time exacerbate issues of repro...