# To log, or not to log: using heuristics to identify mandatory log events – a controlled experiment

> Research article (Empirical Software Engineering, 2016) · cited 19× · AI/ML

**Wikidata**: [openalex:W2516098082](https://www.wikidata.org/wiki/openalex:W2516098082)  
**Source**: https://4ort.xyz/entity/to-log-or-not-to-log-using-heuristics-to-identify-mandatory-log-events-a-controlled-experiment