Webová platforma pro kvízové otázky s využitím prvků umělé inteligence

Abstract

The purpose of this master's thesis is to design and implement a web platform that focuses on educational courses and exam questions. The platform supports basic functions such as creating, managing and solving tests, as well as advanced functions that focus on scoring which are provided by various artificial intelligence models, namely neural networks and machine learning. The suitability of individual models for these functions is then analyzed using assorted techniques. Besides these functions, providing cross-platform ability and advanced security for the application is emphasized. The result of this thesis is a working application that enables the user to easily manage the educational course and entities connected with the educational course (such as subjects, test templates and results or user accounts).