NASA’s new dark energy space telescope can also detect killer asteroids
technologyreview.com·2h ago
AI Research
arXiv CS.AI·Jun 9·5 min read
Hybrid E-Assessment in Higher Education: Semi-Automated Grading of Paper-Based Written Examinations
TL;DR
Higher education faces challenges with fully digital and partially digital e-assessment methods, particularly in large classes. A hybrid e-assessment approach is proposed, combining paper-based exams with semi-automated grading techniques.
✦ Why It Matters
Engineers and researchers can explore hybrid assessment methods to improve grading efficiency in large educational settings.
Key Takeaways
- Explore hybrid e-assessment to combine paper and digital formats.
- Implement structured answer formats for better grading accuracy.
- Utilize vision-capable large language models for handwritten recognition.
- Adopt two-pass validation to enhance assessment fairness.
How It Works
Students write answers by hand in a structured format, which is then scanned and processed using advanced character recognition algorithms. The system employs a two-pass validation approach, first recognizing the handwritten text and then comparing it against a predefined solution key to ensure accuracy.