# A Recommendation Approach Based on Product Attribute Reviews: Improved Collaborative Filtering Considering the Sentiment Polarity

> Research article (Intelligent Automation & Soft Computing, 2019) · cited 11× · AI/ML

**Wikidata**: [openalex:W2952341162](https://www.wikidata.org/wiki/openalex:W2952341162)  
**Source**: https://4ort.xyz/entity/a-recommendation-approach-based-on-product-attribute-reviews-improved-collaborative-filtering-considering-the-sentiment-