АНАЛІТИЧНИЙ ПІДХІД ДО БАГАТОКРИТЕРІАЛЬНОГО ВИБОРУ ТЕХНОЛОГІЧНОЇ СХЕМИ ОПРАЦЮВАННЯ ІНФОРМАЦІЇ

Context. Today, effective information processing is critically important for making strategic, tactical, and operational management decisions. The increasing volumes of information and the need for its rapid analysis necessitate the development and implementation of new methods for multi-criteria choosing technological schemes for information processing. The application of analytical approaches, such as the Ordered Weighted Averaging (OWA) method, allows for the improvement of the quality of final information products, which is relevant for analysis and research in various fields.Objective. The aim of the research is to develop an analytical approach to multi-criteria choosing an information processing technological scheme using the OWA operator.Method. The paper uses an analytical approach based on the multi-criteria decision-making method. Specifically, the Ordered Weighted Averaging (OWA) operator is applied, which allows taking into account the weight coefficients of the criteria and theirranking significance to determine the optimal information processing technological scheme.Results. The research results show that the application of the OWA operator effectively aggregates the evaluation of alternatives and selects the technological scheme that best meets the specified criteria for the quality of the end information product. The conducted experiments confirmed the effectiveness of the proposed approach in evaluating alternative information processing schemes.Conclusions. The proposed approach to multi-criteria selection of a technological scheme for processing intelligence data allows for improved quality of the end information product and considers the importance of various criteria. Further research could be focused on the development of automated decision support systems taking into account the metadata of intelligence data.

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Journal
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Published
2025-12-24
Primary Topic
Military Technology and Strategies
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article
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article

АНАЛІТИЧНИЙ ПІДХІД ДО БАГАТОКРИТЕРІАЛЬНОГО ВИБОРУ ТЕХНОЛОГІЧНОЇ СХЕМИ ОПРАЦЮВАННЯ ІНФОРМАЦІЇ

М. О. Попов, С. С. Стефанцев, Зайцев Зайцев
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Military Technology and Strategies
article

АНАЛІТИЧНИЙ ПІДХІД ДО БАГАТОКРИТЕРІАЛЬНОГО ВИБОРУ ТЕХНОЛОГІЧНОЇ СХЕМИ ОПРАЦЮВАННЯ ІНФОРМАЦІЇ

М. О. Попов, С. С. Стефанцев, Зайцев Зайцев
article en

Abstract

Context. Today, effective information processing is critically important for making strategic, tactical, and operational management decisions. The increasing volumes of information and the need for its rapid analysis necessitate the development and implementation of new methods for multi-criteria choosing technological schemes for information processing. The application of analytical approaches, such as the Ordered Weighted Averaging (OWA) method, allows for the improvement of the quality of final information products, which is relevant for analysis and research in various fields.Objective. The aim of the research is to develop an analytical approach to multi-criteria choosing an information processing technological scheme using the OWA operator.Method. The paper uses an analytical approach based on the multi-criteria decision-making method. Specifically, the Ordered Weighted Averaging (OWA) operator is applied, which allows taking into account the weight coefficients of the criteria and theirranking significance to determine the optimal information processing technological scheme.Results. The research results show that the application of the OWA operator effectively aggregates the evaluation of alternatives and selects the technological scheme that best meets the specified criteria for the quality of the end information product. The conducted experiments confirmed the effectiveness of the proposed approach in evaluating alternative information processing schemes.Conclusions. The proposed approach to multi-criteria selection of a technological scheme for processing intelligence data allows for improved quality of the end information product and considers the importance of various criteria. Further research could be focused on the development of automated decision support systems taking into account the metadata of intelligence data.

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Hellenic Military Academy (GR), Scientific Centre for Aerospace Research of the Earth (UA)
Openalex Percentile: Top 22%
Military Technology and Strategies
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АНАЛІТИЧНИЙ ПІДХІД ДО БАГАТОКРИТЕРІАЛЬНОГО ВИБОРУ ТЕХНОЛОГІЧНОЇ СХЕМИ ОПРАЦЮВАННЯ ІНФОРМАЦІЇ — М. О. Попов, С. С. Стефанцев, et al. · The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy (2025) | TGRS Research Map | TGRS