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Information × Registration Number 0225U003998, (0125U002764) , R & D reports Title Development of a model for automating the IT project management process popup.stage_title Розроблення моделі для автоматизації процесу управління ІТ-проєктами Head Bondarenko Dmytro O., Кандидат технічних наук Registration Date 14-10-2025 Organization Simon Kuznets Kharkiv National University of Economics popup.description1 The purpose of the work is to increase the efficiency of IT project management, namely, to reduce the likelihood of errors while maintaining the quality and efficiency of management activities popup.description2  The object of the study is the process of creating an IT product. The purpose of the work is to develop a model for automating the assessment of risks and the effectiveness of team members in the process of managing IT projects. Research methods are analysis of scientific sources on the topic of the study, modeling, processing and analysis of the results obtained. The directions of modern research on project management automation are determined, known experimental data are systematized and features related to the assessment of risks and the effectiveness of team members during the creation of IT products are determined, the parameters of the corresponding model are proposed. Stochastic models are built based on linear discriminant analysis and a multilayer neural network and their comparative analysis is carried out. The implementation of the developed model will contribute to more accurate planning in the process of managing IT projects, in particular in conditions of remote interaction of team members, which will lead to a reduction in risks. IT PROJECT MANAGEMENT, REMOTE INTERACTION, STOCHASTIC MODEL, RISKS, FORECASTING, LINEAR DISCRIMINANT ANALYSIS, NEURAL NETWORK, SIGNS OF EFFECTIVENESS OF TEAM MEMBERS Product Description popup.authors Oleksandr H. Kolhatin Znakhur Serhii V. Oleh V. Frolov Dmytro O. Bondarenko Semenova Liudmyla M. Vladyslav M. Shkoda Akimenko Kyryl popup.nrat_date 2025-10-14 Close