An innovative new tool draws on emojis to improve consumer sentiment analysis

In today's hyperconnected world, social media has become a critical channel for businesses to understand consumers. While ...
IEEE

Leveraging ChatGPT-Based Augmentation and Contrastive Learning for Chinese Massive Open Online Course Sentiment Analysis

Abstract: This study addresses the unique challenges of sentiment analysis in Chinese massive open online course (MOOC) reviews, where pedagogically embedded language, intra-sentence sentiment shifts, ...
GitHub

Real-Time Sentiment Analysis on Twitter Streams

This project develops a web application for real-time sentiment analysis of Twitter streams using Apache Kafka and machine learning models. The application categorizes each tweet as Negative, Positive ...
Barron's

Technical Analysis: Use Strong Stock Market Days to Sell, Charts Suggest

As many market participants anticipate a year-end rally, there are mounting indications that such an outcome is far from assured. Investor positioning appears increasingly stretched, with multiple ...
IEEE

Text Sentiment Classification Model using Attention Mechanism and Word Vector Sentiment Computation

Abstract: Accurately extracting sentiment and semantic information from long-text online reviews has significant application value. To address sentiment analysis in long-text online reviews, this ...
GitHub

sokritha-dev/think-nlp

ThinkNLP is an educational web application designed to help beginners in Natural Language Processing (NLP) understand the full pipeline of sentiment and topic analysis using real-world review data. It ...