DEVELOPMENT OF A PRACTICAL APPROACH FOR INFORMATION CONFRONTATION MODELING IN SOCIAL NETWORKS BASED ON GAME THEORY METHODS
ОЙЫН ТЕОРИЯСЫНЫҢ ӘДІСТЕРІ НЕГІЗІНДЕ ӘЛЕУМЕТТІК ЖЕЛІДЕГІ АҚПАРАТТЫҚ ҚАРСЫ ӘРЕКЕТ МОДЕЛЬДЕРІНІҢ ПРАКТИКАЛЫҚ ТӘСІЛДЕРІН ӘЗІРЛЕУ
РАЗРАБОТКА ПРИКЛАДНОГО ПОДХОДА К МОДЕЛИРОВАНИЮ ИНФОРМАЦИОННОГО ПРОТИВОСТОЯНИЯ В СОЦИАЛЬНЫХ СЕТЯХ НА ОСНОВЕ МЕТОДОВ ТЕОРИИ ИГР
Moldabayev D.A. Tinal M.B. Kartbayev A.Zh.
2025Kazakh-British Technical University
Herald of the Kazakh British Technical UNiversity
2025#22Issue 237 - 53 pp.
This study investigates the dynamics of social networks in the context of information confrontation between users. It introduces a simulation method for modeling these conflicts, which is based on game-theoretic and probabilistic approaches. The paper suggests a method for dynamically observing, following, and updating the status of the network. This innovative method conceptualizes information conflicts as a two-player game where the objective is to control as many network nodes as possible. By applying game theory, we formulated a strategy adaptation algorithm that allows each player to modify their decision-making based on the Facebook Researcher open dataset and current network conditions of its Kazakhstani segment. The method for tracking the network’s state dynamically leads to significant reductions in resource use and enhancements in computational efficiency. Comparative computational tests against other methodologies demonstrate the practical value of our approach for addressing a broad spectrum of challenges in information and analytical systems.
analytical systems , game theory , information conflict , probabilistic approach , simulation algorithm , Social networks , strategy adaptation
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Kazakh-British Technical University, Almaty, Kazakhstan
Kazakh-British Technical University
10 лет помогаем публиковать статьи Международный издатель
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