- Гуменний, О.Д. (orcid.org/0000-0001-6596-3551) (2026) Smart Ecological System as an Adaptive Model of Information and Analytical Support for Training Future Engineers in Open Education In: Адаптивні процеси в освіті : збірник матеріалів (тез доповідей) 5‐го Міжнародного наукового форуму . Юстон, м. Київ, Україна, pp. 243-244. ISBN 978-617-8335-66-3
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Abstract
The author emphasizes that the Smart EcoSystem, as an adaptive model for providing informational and analytical support in the training of future engineers, gains systemic value through the coordinated interaction of its educational, communicative-collaborative, informational-analytical, and technological-infrastructural components. It is emphasized that their integration ensures the development of engineering logic in practice, collective validation of decisions, the transformation of digital traces into controllable managerial influences, and the sustainability of educational processes. It is concluded that it is precisely because of this that the ecosystem functions as a controlled loop of open engineering education, ensuring the adaptive development of competencies and transparent validation of learning outcomes.
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