Java Programming (4343203) - Question Bank Generation Summary

Processing Results

• Total Questions Extracted: 45
• Bilingual Questions: 45 (100.0%)
• High Confidence Mapping: 2 (4.4%)
• Extraction Success Rate: 100.0%

Unit-wise Distribution

• Unit I (Introduction to Java Programming Language): 20 questions
• Unit II (Classes and Objects): 11 questions
• Unit III (Inheritance and Packages): 9 questions
• Unit IV (Exception Handling and Multithreading): 3 questions
• Unit V (File Handling and Collection Framework): 2 questions

File Processing Details

• 4343203-winter-2024-solution.md: EN 100.0% | GU 100.0%
• 4343203-summer-2025-solution.md: EN 100.0% | GU 100.0%
• 4343203-summer-2024-solution.md: EN 100.0% | GU 100.0%

Quality Assessment

• Overall Grade: EXCELLENT
• Bilingual Coverage: COMPLETE
• Mapping Accuracy: LOW

Technical Specifications

• Pattern Recognition: Advanced regex for both English and Gujarati
• Bilingual Pairing: Normalized question number matching
• Syllabus Mapping: Java-specific keyword-based unit assignment
• Validation: Extraction success rate monitoring

Generated on: 2025-01-18