EPAM SDT / Школа цифрових технологій EPAM
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Browsing EPAM SDT / Школа цифрових технологій EPAM by Author "Tytenko, Sergiy"
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Item GENERATIVE AI AND PROMPT ENGINEERING IN EDUCATION(2023-10-30) Kakun, Artem; Tytenko, SergiyThe development of generative AIs and the variability of their use are still at the level of research and active development simultaneously. However, it has already become clear that the emergence of generative AI significantly impacts many industries, including education. In this study, we explore the potential applications of generative AI in education, such as personalized learning tools and AI-powered study resources. We also delve into the critical role of prompt engineering in ensuring effective communication between users and AI systems, leading to improved educational outcomes. In addition, we identify the challenges and risks associated with integrating artificial intelligence technologies into the educational environment, including data privacy, security issues, andpotential AI “hallucinations”. By thoroughly exploring these topics, this study aims to highlight the opportunities and limitations of generative AI and prompt engineering in education.Item GRAPH USER INTERFACES FOR ENHANCING EXPLORATORY LEARNING: AN OVERVIEW(2023-10-30) Tytenko, Andrii; Tytenko, SergiyExploratory learning is a key methodology in education. This text highlights the role of Graph User Interfaces (Graph UI) in enhancing exploratory learning by providing interactive, graph-structured data representations. Tracing from Euler's work to modern applications, graph structures simplify complex data, aiding cognitive engagement and navigational abilities. Studies show that Graph UI can optimize educational processes, enhancing knowledge acquisition and innovative application through an intuitive, visually structured learning environment. The promising future of exploratory learning through Graph UI invites more research and development to unlock its potential for insightful and accessible learning experiences.Item Intelligent Educational Web Systems with Interactive Concept Maps(2023-10-17) Tytenko, SergiyBuilding intelligent digital learning environments is a big challenge at the intersection of artificial intelligence, didactics, cognitology, software engineering, and other areas. Automation of human learning is a broader task compared to the use of artificial intelligence to solve technical problems. Several decades of research have given rise to various classes of intelligent learning systems, which will be briefly reviewed in the report. The constant availability of huge repositories of professional and educational information, the continuous emergence of new educational resources leads to profound changes in educational processes and methods of obtaining and improving knowledge and skills. Intelligent educational portals should be built by forming an ontologically-oriented model of educational content, which provides formalization of information, ontological modeling of the subject area and didactic function, which provides presentation and visualization of the required educational information. These fundamental components of intelligent educational system will be observed in the presentation. The hypermedia environment, which has received a powerful technical infrastructure thanks to the WWW, has led to the study and emergence of new forms and tools of information and educational content presentation. Various methods and means of visualization of educational information increase clarity and facilitate the process of new knowledge perception. Such tools include a wide range of concept maps that have become widespread in many areas related to information technology and education. The challenge here is to find comprehensive solutions that will reduce computing and labor costs for the multifunctional use of concept maps in information and learning systems. The report will touch on innovative user interfaces based on concept maps as a means of presenting educational content in intelligent learning systems.Item Mobile Development with Flutter: Clean Architecture and Modular Monolith Design Considerations(2024-02-20) Tytenko, Sergiy; Polienova, Valentyna; Fedenko, VladyslavThis is an insightful research presentation where you can delve into the world of mobile development using Flutter, exploring the principles of clean architecture and the benefits of modular monolith design.