The merit-based U.S. plumber directory's proprietary WW Score now uses AI-driven sentiment analysis to detect and nullify fake reviews, so rankings reflect real customers, not manipulation or ad spend ...

For decades, the financial industry believed technology would make markets more rational. The logic seemed undeniable.

Artificial intelligence has the potential to improve the analysis of medical image data. For example, algorithms based on deep learning can determine the location and size of tumors. This is the ...

ABSTRACT: This paper proposes a noise-aware multi-task transformer framework that jointly performs aspect extraction (AE) and aspect sentiment classification (ASC) using a shared BERT/RoBERTa encoder ...

Abstract: The presented work describes the training of three machine learning models (Logistic Regression, Support Vector Machine, Naive Bayes) for sentiment analysis of Uzbek user reviews in the ...

LinkedIn's algorithm has changed, making old tactics obsolete. Align your profile with content topics. Prioritize "saves" as the key engagement metric by creating valuable, referenceable content. Post ...

TikTok’s algorithm favors mental health content over many other topics, including politics, cats and Taylor Swift, according to a Washington Post analysis. At first, the mental health-related videos ...

The headline University of Michigan (UM) consumer sentiment index ticked up to 53.3 in early December 2025, from 51.0 in November. Inflation expectations among households fell: the expected rate over ...

The original version of this story appeared in Quanta Magazine. If you want to solve a tricky problem, it often helps to get organized. You might, for example, break the problem into pieces and tackle ...

Have you ever wondered how businesses sift through mountains of customer feedback to uncover what truly matters? Imagine receiving hundreds, if not thousands, of product reviews, emails, or survey ...

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 ...