# Anomaly detection in consumer review analytics for idea generation in product innovation: Comparing machine learning and deep learning techniques

> Research article (Technovation, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4396725309](https://www.wikidata.org/wiki/openalex:W4396725309)  
**Source**: https://4ort.xyz/entity/anomaly-detection-in-consumer-review-analytics-for-idea-generation-in-product-innovation-comparing-machine-learning-and-