# The role of news-based sentiment in forecasting crude oil price during the Covid-19 pandemic

> Research article (Annals of Operations Research, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4391174713](https://www.wikidata.org/wiki/openalex:W4391174713)  
**Source**: https://4ort.xyz/entity/the-role-of-news-based-sentiment-in-forecasting-crude-oil-price-during-the-covid-19-pandemic