Browsing by Author "Fedorenko, Yaroslav"

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    Static code analyzer for designing UML diagrams using artificial intelligence
    (National Aviation University, 2023-12) Fedorenko, Yaroslav; Федоренко, Ярослав Володимирович
    In the realm of software engineering, the visualization of system architectures and design patterns plays a pivotal role in enhancing comprehension, facilitating collaboration, and ensuring the correct implementation of the intended design. UML diagrams are quintessential in this context, serving as a standardized means to visualize system designs. However, the manual creation of UML diagrams can be time-consuming and error-prone, particularly for complex or evolving codebases. With the advent of AI, there is an untapped potential to automate and refine the process of generating UML diagrams from source code. AI-driven static code analysis, endowed with the ability to discern patterns, relationships, and hierarchies, can potentially revolutionize the way developers perceive and engage with system designs. The object of research is the MDA processes of transformation of software models in reverse engineering. The subject of research is the methods and means of reverse engineering, directed on the effective solution of tasks of static software analysis. The goal of the work is to propose a new, more effective static code analyzer that will be improved when using more modern means of artificial intelligence, and will reduce the time and complexity of software development.