Analysis highlights CBR's effectiveness for atypical problem solving in situational management, suggesting new methods.
The paper explores the tasks of situational management and modeling, considers modern situational management methods and tools. The possibility and effectiveness of using the CBR approach for finding solutions to atypical, unique problems, especially in conditions of limited available resources and uncertainty of the environment, are investigated. A set of modern models of knowledge representation and extraction in situational management systems are considered. Methods of knowledge representation and extraction based on precedents have been analyzed.
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Shved et al. (2025) studied this question.
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