# Automatic item generation: foundations and machine learning-based approaches for assessments

> Research article (Frontiers in Education, 2023) · cited 41× · AI/ML

**Wikidata**: [openalex:W4381573643](https://www.wikidata.org/wiki/openalex:W4381573643)  
**Source**: https://4ort.xyz/entity/automatic-item-generation-foundations-and-machine-learning-based-approaches-for-assessments