Dublin Core
Title
AI-Powered Quiz Platform
Abstract
This project describes the design and development of an AI-powered Quiz web platform, allowing a user to create and take AI-generated quizzes dynamically. The primary focus is to build an engaging and adaptable platform with support for educational purposes, as well as casually played quizzes. The AI infers and generates questions based on user-selected topics and difficulty levels that give each quiz variety and dynamic capability. The application was implemented with FastAPI (Ramírez n.d.) as a backend, with AI carrying out quiz generation. GPT-based AI was included with AI-generated quiz questions and answers, and a simple web-based frontend was created to give the user an interface to create a quiz and complete a quiz. There is a non-relational database with user accounts, quizzes, and performance records, to keep track of user progress, to have personalized experiences. The evaluation of the system shows that the application can generate questions that are coherent, relevant, and on-topic in a number of knowledge domains. The user can create a quiz for their own planned study, goal-planned study discussion, or casual play. This platform demonstrates that AI-based quiz generation is flexible beyond strictly educational use. The results imply that there are significant improvements that AI quiz platforms could contribute to self-learning, greater adaptive performance, and making active knowledge acquisition interactive and fun. Ongoing improvements may include more multi-language support, collaborative development tools, and further improvements to adaptability depending on performance.
Keywords
artificial intelligence, adaptive learning, quiz generation, web platform