# Ontological anti-patterns: empirically uncovered error-prone structures in ontology-driven conceptual models

> Research article (Data & Knowledge Engineering, 2015) · cited 34× · AI/ML

**Wikidata**: [openalex:W2290712282](https://www.wikidata.org/wiki/openalex:W2290712282)  
**Source**: https://4ort.xyz/entity/ontological-anti-patterns-empirically-uncovered-error-prone-structures-in-ontology-driven-conceptual-models