# The role of textual analysis in oil futures price forecasting based on machine learning approach

> Research article (Journal of Futures Markets, 2022) · cited 50× · AI/ML

**Wikidata**: [openalex:W4285992875](https://www.wikidata.org/wiki/openalex:W4285992875)  
**Source**: https://4ort.xyz/entity/the-role-of-textual-analysis-in-oil-futures-price-forecasting-based-on-machine-learning-approach
