Abstract: To tackle the challenge of data diversity in sentiment analysis and improve the accuracy and generalization ability of sentiment analysis, this study first cleans, denoises, and standardizes ...

The University of Michigan’s consumer sentiment index, considered the benchmark for confidence in economic conditions, fell to 50.3 this month, marking a nearly three-and-a-half-year low. This 29.9% ...

U.S. consumer sentiment declined to its lowest level in more than three years and near an all-time low as households' concerns about the economic impact of the government shutdown mounted, according ...

US consumer sentiment tumbled to near the lowest on record as the government shutdown weighed on the economic outlook and high prices soured views about personal finances. The preliminary November ...

We present the ENV-FIBA macro-micro model framework that can be used to analyze the climate-macro-financial consequences of climate scenarios and related policy counterfactuals. The model consists of ...

This system analyzes the relationship between financial market news sentiment and quantitative trading opportunities, focusing on semiconductor stocks. The primary objectives are: Market Data (EOD API ...

The fresh data marked three consecutive months of worsening shopper attitudes. Consumer sentiment soured in October as a government shutdown threatens to weaken a wobbly economy beset by an uptick in ...

Personalized advertising remains one of the most data-intensive and dynamic challenges in modern e-commerce systems. A newly proposed AI framework tackles information overload in e-commerce platforms ...

1 Department Computer Science and Information Technology, The Co-Operative University of Kenya, Nairobi, Kenya. 2 Department of Computer Science and Technology, South Eastern Kenya University, Kitui, ...

The final, formatted version of the article will be published soon. The growing dependence on real-time social media data for situational awareness during disasters highlights the need for ...