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Information × Registration Number 0225U001995, (0122U001768) , R & D reports Title Neural network methods, models and means of information technology for managing the emotional state of students in the distance learning system popup.stage_title Розробка архітектури, алгоритмів та програмного забезпечення інформаційної системи Head Tereikovska Liudmyla O., Доктор технічних наук Registration Date 13-02-2025 Organization Kyiv National University of Construction and Architecture popup.description1 The aim of the project is to develop effective neural network methods, models and tools of information technology for managing the emotional state of students in the distance learning system popup.description2 The developed models and architectural solutions provide a theoretical and methodological basis for the creation of intellectual tools focused on the implementation of information technology for managing the emotional state of students in the distance learning system, taking into account the requirements for computational efficiency and reliability of the information system. The application of the proposed solutions provided the possibility of developing an architecture for the information system for managing the emotional state of a student in the distance learning system, which, unlike the known ones, provides for the use of a module for determining the set of parameters to be registered, a module for determining the architecture of a neural network model, modules that allow implementing an integrated neural network analysis of the main and additional biometric parameters, and modules designed to correct the emotional state of the student by changing the type and volume of educational materials and changing the non-verbal content of multimedia messages, which ensures sufficient accuracy in recognizing the current emotional state and basic adaptation of the parameters of corrective influences on the emotional state of the student in the distance learning system. The use of the specified tools in the information technology for managing the emotional state allows increasing the level of automation of the educational process in the distance learning system. Also, the proposed solutions for correcting the emotional state can be used in the medical field during the rehabilitation of patients. Product Description popup.authors Serpinska Olha I. Tereikovskyi Ihor A. Terentiev Oleksandr O. popup.nrat_date 2025-02-13 Close