Adaptive Learning System: Step-by-Step Guide

Step 1: Describe Your Practice Paper

To get started, users are prompted to input a detailed description of the paper they want to generate. This description can include:

• Subject: Choose from a wide variety of subjects (e.g., Mathematics, Science, History).
• Class/Grade Level: Indicate the academic level (e.g., Grade 6, High School, Undergraduate).
• Topics/Chapters: Specify chapters or topics to focus on (e.g., Algebra, Photosynthesis).
• Question Type: Choose multiple-choice questions (MCQs) as the format.
• Difficulty Level: Define the difficulty level (easy, medium, hard).
• Number of Questions: Indicate how many questions you want (e.g., 10, 20, 50).

Once the description is entered, our system analyzes it and creates a custom paper within seconds, perfectly aligned with your specifications.

Step 2: Review and Customize the Paper

After generating the initial version of the paper, users can review the questions. At this stage, you can:

• Preview the Questions: See each question and its answer options.
• Edit/Refine the Paper: Modify questions, adjust the difficulty, or change the number of questions.
• Regenerate Questions: If you're not satisfied with the questions, regenerate the paper for a fresh set.

Step 3: Start the Practice Session

Once the paper is finalized, students can begin their practice session. Choose between two practice modes:

• Timed Mode: Take the test with a countdown timer to simulate exam conditions.
• Untimed Mode: Practice at your own pace, allowing for a more relaxed learning experience.

Users can navigate between questions and bookmark specific ones for later review.

Step 4: Submit the Paper for Evaluation

After completing the paper, users submit their responses for evaluation. The system instantly provides:

• Immediate Results: A score breakdown, including correct, incorrect, and unanswered questions.
• Detailed Feedback: Correct answers with explanations or links to resources for further study.

Step 5: Analyze Performance Metrics

Users receive a detailed analysis of their performance:

• Section-wise Analysis: Highlights strengths and weaknesses by topic.
• Time Spent: A breakdown of time spent on each question.
• Comparison with Past Attempts: Track progress by comparing current results with previous tests.
• Accuracy Rate: Shows the percentage of correct answers to measure overall performance.

Step 6: Personalized Adaptive Learning Path

Based on the analysis, our system creates an Adaptive Learning Path to target areas for improvement. Features include:

• Customized Topic Suggestions: Recommendations on weak areas for further practice.
• Resource Recommendations: Study material and resources based on performance.
• Goal Setting: Encourages users to set learning goals for the next session.

Step 7: Retake or Create New Papers

After following the learning path, users can:

• Retake the Same Paper to test improvement.
• Create a New Paper for fresh questions or a different topic.

Step 8: Track Progress Over Time

As users complete more practice papers, the system tracks:

• Performance Over Time: A visual graph to show progress.
• Adaptive Recommendations: Refines learning paths based on updated performance data.

Step 9: Achieve Mastery

By following the personalized learning path, students can:

• Achieve higher scores on practice papers.
• Gain a deeper understanding of subject material.
• Build confidence for real exams.