Stock price prediction has been a subject of significant interest in the financial mathematics
field. Recently, interest in natural language processing models has increased, and among …

Sentiment analysis is a critical task that is highly beneficial to various financial tasks such as
stock-price prediction, corporate credit rating, economic report analysis, and investment …

Sentiment analysis is becoming a very popular research technique. It can effectively identify
hidden emotional trends in social networks to understand people's opinions and feelings …

Over through the years, people have invested in stock markets in order to maximize their
profit from the money they possess. Financial sentiment analysis is an important topic in …

Social media have grown more prevalent in daily life as a result of the quick development of
internet technology. People use social media as a forum to share their thoughts …

Sentiment analysis aims to study, analyse and identify the sentiment polarity contained in
subjective documents. In the realm of natural language processing (NLP), the study of …

The automatic extraction of positive or negative attitude expressions from text, known as
sentiment analysis, has drawn a lot of interest from academics in the last 10 years. They hold …

In this study, we examined federal cases involving fraud by pharmaceutical manufacturers
between 2000 and 2022, including only publicly held companies whose settlements were at …

Income from investments is an issue of great interest for investors; consequently, there are a
great number of individuals who are interested in investing, and it is critical to investigate …

This chapter provides an overview of the following data-gathering methods: online surveys,
crowdsourcing, eye tracking, mouse tracking, search logs, triangulation, and social media …