# Automating Individualized Formative Feedback in Large Classes Based on a Directed Concept Graph

> Research article (Frontiers in Psychology, 2017) · cited 25× · AI/ML

**Wikidata**: [openalex:W2594030989](https://www.wikidata.org/wiki/openalex:W2594030989)  
**Source**: https://4ort.xyz/entity/automating-individualized-formative-feedback-in-large-classes-based-on-a-directed-concept-graph