Автоматична перевірка лабораторних робіт з використанням штучного інтелекту

Abstract

The given work is devoted to the development of an intelligent system for automatic checking of laboratory works based on artificial intelligence technologies. The proposed approach allows analyzing students’ solutions, comparing them with reference implementations, and detecting typical errors. Machine learning methods and natural language processing are applied to evaluate both program code and textual answers. The system increases objectivity, reduces teachers’ workload, and accelerates feedback. The proposed solution can be integrated into modern educational platforms