Створення RFID системи контролю відвідуваності студентів
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Дата
2025
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Видавець
УНІВЕРСИТЕТ ІМЕНІ АЛЬФРЕДА НОБЕЛЯ
Анотація
The master's thesis is devoted to the development of an RFID system for
monitoring student attendance, analyzing the popularity of subjects and predicting the
number of students in classes. This work has significant practical significance.
The main goal of the development is to automate the accounting of student
attendance, speed up this process, increase its reliability and minimize the impact of the
human factor.
The thesis consists of three sections.
The first section, "System Analysis", is devoted to the study of the problem of
student attendance. It reviews existing analogues of the system, defines the goals and
objectives of the work. Programming languages, development environments (IDE),
frameworks, libraries and clean architecture methodology are also selected.
The second section, "System Design", includes the development of implementation
algorithms, analysis of the neural network model and the creation of a conceptual and
logical database that provides the functionality of the system.
The third section, "System Development", describes in detail the process of
creating an application, including the structure of classes, Clean Architecture rules, as
well as interaction schemes between classes and architecture levels. The results of the
work are illustrated by screenshots of the developed program, which demonstrate its
functionality.
This work is an important contribution to the automation of the educational process
and the improvement of attendance management in educational institutions
Опис
Ключові слова
SQLlite, API, OS, HTTP, RFID, LSTM