# Improving Early Warning Systems with Categorized Course Resource Usage

> Research article (Journal of Learning Analytics, 2016) · cited 40× · AI/ML

**Wikidata**: [openalex:W2566035556](https://www.wikidata.org/wiki/openalex:W2566035556)  
**Source**: https://4ort.xyz/entity/improving-early-warning-systems-with-categorized-course-resource-usage
