# Lightweight, Early Identification of At-Risk CS1 Students

> Research article (Proceedings of the 2016 ACM Conference on International Computing Education Research, 2016) · cited 79× · AI/ML

**Wikidata**: [openalex:W2517883482](https://www.wikidata.org/wiki/openalex:W2517883482)  
**Source**: https://4ort.xyz/entity/lightweight-early-identification-of-at-risk-cs1-students