The purpose of this investigation to develop a novel model that uses sentiment of United States foreign policy and oil companies' to forecast the direction of ...

The investigation is divided into three parts: 1) a methodology of collecting tweets relevant to US foreign policy and oil companies'; 2) a statistical analysis ...

The purpose of this investigation to develop a novel model that uses sentiment of United States foreign policy and oil companies' to forecast the direction ...

The findings of the statistical analysis showed strong correlation between the novel inputs and WTI crude oil price. The results of the statistical tests were ...

... Besides financial news, Oussalah and Zaidi [55] created a new model that predicts the weekly direction of WTI crude oil prices using sentiment analysis of ...

Forecasting Weekly Crude Oil Using Twitter Sentiment of U.S. Foreign Policy and Oil Companies Data. Authors: Mourad Oussalah. Mourad Oussalah. View Profile.

Mourad Oussalah, Ahmed H. Zaidi: Forecasting Weekly Crude Oil Using Twitter Sentiment of U.S. Foreign Policy and Oil Companies Data. IRI 2018: 201-208.

The purpose of this investigation to develop a novel model that uses sentiment of United States foreign policy and oil companies' to forecast the direction of ...

A recent study by Zaidi and Oussalah (2018) evaluates the sentiment of Twitter data on crude oil prices. The authors specifically focus on US foreign policy ...

Forecasting weekly crude oil using Twitter sentiment of US foreign policy and oil companies data · text mining, sentiment analysis, Time series analysis, ...