ADAPTIVE QUIZ APPLICATION

Abstract

The Adaptive Quiz Application is an intelligent web-based learning platform designed to provide personalized quizzes according to the knowledge level and performance of individual learners. Traditional quiz applications generally provide the same questions to all users, regardless of their learning ability, which may make the assessment too easy or too difficult. The proposed system addresses this limitation by dynamically adjusting the difficulty and selection of questions based on the user's previous responses and performance. The application allows users to register, select subjects or topics, and attempt quizzes through an interactive interface. The system evaluates each answer and analyzes factors such as accuracy, response performance, and previous scores. Based on this analysis, the application can select appropriate questions and gradually increase or decrease the difficulty level. Users can view their scores, performance reports, correct and incorrect answers, and progress over time. The system can maintain a question bank containing different topics, difficulty levels, and question types. An adaptive algorithm uses the learner's performance to determine the next suitable question. The application can also provide personalized feedback and recommend topics that require additional practice. Overall, the Adaptive Quiz Application improves the learning and assessment experience by providing personalized quizzes, continuous performance tracking, and adaptive question selection. Future enhancements can include AI-based question generation, advanced learning analytics, voice-based quizzes, gamification, and intelligent study recommendations.