Question-Based Adaptive Exams
Real-time adaptive testing where each question is selected based on immediate performance feedback.
Real-Time Adaptation
Question Selection Algorithm
- Performance Assessment: Analyze correctness of each answer
- Difficulty Calculation: Determine user's current ability level
- Next Question Selection: Choose optimal difficulty for next question
- Content Coverage: Ensure balanced topic representation
Adaptation Logic
- Correct Answer: Slightly increase difficulty for next question
- Incorrect Answer: Decrease difficulty to build confidence
- Partial Credit: Adjust difficulty based on partial understanding
- Response Time: Consider time taken as performance indicator
Creating Adaptive Question Exams
Setup Process
- Exam Configuration: Set basic parameters
- Exam name and description
- Subject categories and modules
- Initial difficulty level
-
Target question count
-
Question Pool Setup: Define question sources
- Select topic modules
- AI question generation settings
- Custom instruction prompts
-
Language preferences
-
Adaptation Settings: Configure adaptive behavior
- Difficulty adjustment sensitivity
- Topic coverage requirements
- Performance thresholds
- Termination criteria
Advanced Configuration
- Multi-Dimensional Adaptation: Adapt on multiple skills simultaneously
- Constraint Management: Maintain content coverage requirements
- Response Time Integration: Factor speed into ability estimation
- Confidence Intervals: Statistical confidence in ability estimates
AI Question Generation
Dynamic Question Creation
- Real-Time Generation: Create questions on-demand during exam
- Topic-Specific Content: Generate questions for specific modules
- Difficulty Calibration: Create questions at precise difficulty levels
- Format Variation: Generate different question types and formats
Quality Assurance
- Automated Review: AI validates generated questions for quality
- Difficulty Verification: Confirm questions meet difficulty requirements
- Content Accuracy: Verify factual correctness of questions and answers
- Bias Detection: Screen for cultural or demographic bias
Exam Experience
User Interface
- Progress Indicators: Show approximate completion progress
- Difficulty Feedback: Optional indication of current difficulty level
- Performance Hints: Subtle feedback on performance trends
- Time Management: Intelligent time allocation suggestions
Accessibility Features
- Screen Reader Support: Full accessibility for visually impaired
- Keyboard Navigation: Complete keyboard accessibility
- Font Size Control: Adjustable text sizing
- Color Contrast: High contrast options for better visibility