U.S. consumer sentiment fell to a record low of 49.8 in April, reflecting broad pessimism across income, age, and political groups, according to the University of Michigan survey. Rising inflation ...

Abstract: The rapid growth of user-generated content has turned sentiment analysis into an essential tool for brand reputation management. Conventional Machine Learning models, though precise, tend to ...

Abstract: Sentiment analysis has become an important tool in e-commerce for extracting useful information from customer reviews and feedback. This information can be used to track customer ...

Fuzzy set theory, an extension of classical set theory, provides a mathematical framework for handling uncertainty and imprecision. This paper provides some key properties of fuzzy sets, emphasizing ...

Understanding what the markets will do before the competition realizes the same thing is a cornerstone of success in the financial services industry. While talented market watchers rely on their own ...

In today’s digital background, sentiment analysis has become an essential factor of Natural Language Processing (NLP), offering valuable insights from vast online data sources. This paper presents a ...