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The article considers the architecture of the technological platform designated for construction of the knowledge base (KB) by integrating a set of logical rules with fuzzy ontologies. Development of integration methods for a set of logical rules and fuzzy ontologies are necessary for decision support process. The KB represents the storage of knowledge and contexts of different problem areas (PrA). The PrA ontology context is a specific state of the KB content than can be chosen from a set of the ontology states. The state was obtained as a result of either versioning or constructing the KB content from different points of views.