Sentiment Analysis Advances Techniques, Applications, And Challenges

[Farid]

Description:

This cutting-edge book brings together experts in the field to provide a multidimensional perspective on sentiment analysis, covering both foundational and advanced methodologies. Readers will gain insights into the latest natural language processing and machine learning techniques that power sentiment analysis, enabling the extraction of nuanced emotions from text.

This book is an essential resource for researchers, practitioners, and students in fields like natural language processing, machine learning, and data science. Whether you're interested in understanding customer sentiment, monitoring social media trends, or advancing the state of the art, this book will equip you with the knowledge and tools you need to navigate the complex landscape of sentiment analysis.

Key Features
•State-of-the-Art Techniques: Explore the most recent advancements in sentiment analysis, from deep learning approaches to sentiment lexicons and beyond.
•Real-World Applications: Dive into a wide range of applications, including social media monitoring, customer feedback analysis, and sentiment-driven decision-making.
•Cross-Disciplinary Insights: Understand how sentiment analysis influences and is influenced by fields such as marketing, psychology, and finance.
•Ethical and Privacy Considerations: Delve into the ethical challenges and privacy concerns inherent to sentiment analysis, with discussions on responsible AI usage.
•Future Directions: Get a glimpse into the future of sentiment analysis, with discussions on emerging trends and unresolved challenges.

Contents
1. The 2023 Sentiment Analysis Roadmap
2. Preprocessing of Slang Words for Sentiment Analysis on Public Perceptions in Twitter
3. A Comparative Performance Evaluation of Algorithms for the Analysis and Recognition of Emotional Content
4. Sentiment Analysis of Social Media Using Artificial Intelligence
5. Citizen Sentiment Analysis
6. Embracing the Complexity of Human Emotion

🌞 Contents of Download:

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⭐️ Sentiment Analysis Advances Techniques, Applications, And Challenges ✅ (11.6 MB)
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