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Information × Registration Number 0221U104631, 0119U002043 , R & D reports Title Development of the system of adaptive knowledge control in the professional training of bachelors on software engineering popup.stage_title Head Shapovalova Nonna N, Registration Date 05-04-2021 Organization Kryvyi Rih National University popup.description2 Research object. Software for student skills control in higher education. Research subject. Development of software adaptive quality control system of knowledge using machine learning. Research subject. Development of an adaptive testing system for bachelors in specialty 121 - "Software Engineering" in the discipline "Artificial Intelligence Systems". Purpose. To develop and theoretically substantiate the effectiveness of skills control based on adaptive testing technology, which combines the specifics of professional and pedagogical activities and monitoring the quality of education and the possibility of self-control of students, to develop a set of test tasks in the discipline "Artificial Intelligence Systems". Research methods. Analysis of sources on the research topic, psychological assessment of personality types, methods of artificial intelligence for individualization of skills control; modeling of the learning process of classification algorithms; formalization of constructed models; empirical method for determining the optimal learning parameters of the model; methods of object-oriented design and programming. Practical significance. A set of tests of different complexity in the discipline "Artificial Intelligence Systems" for bachelors in the specialty 121 - "Software Engineering" has been developed. The test tasks can determine the skills in various disciplines of the training, involving the mastery of artificial intelligence technologies; the developed software can be used as a means of ICT in the learning process of any discipline. Keywords: ADAPTIVE TESTING, MACHINE LEARNING, PSYCHOLOGICAL PERSONALITY TYPES  Product Description popup.authors Bilashenko Svitlana V Dotsenko Iryna O Rybalchenko Olena G Saitharieev Nail H Shapovalova Nonna N popup.nrat_date 2021-04-05 Close