| Description |
1 online resource (326 pages) |
| Series |
Algorithms for Intelligent Systems |
|
Algorithms for intelligent systems.
|
| Contents |
Chapter 1. Application of Deep Learning Approaches for Sentiment Analysis: A Survey -- Chapter 2. Recent Trends and Advances in Deep Learning based Sentiment Analysis -- Chapter 3. -- Deep Learning Adaptation with Word Embeddings for Sentiment Analysis on Online Course Reviews -- Chapter 4. Toxic Comment Detection in Online Discussions -- Chapter 5. Aspect Based Sentiment Analysis of Financial Headlines and Microblogs -- Chapter 6. Deep Learning based frameworks for Aspect Based Sentiment Analysis -- Chapter 7. Transfer Learning for Detecting Hateful Sentiments in Code Switched Language -- Chapter 8. Multilingual Sentiment Analysis -- Chapter 9. Sarcasm Detection using deep learning -- Chapter 10. Deep Learning Approaches for Speech Emotion Recognition -- Chapter 11. Bidirectional Long Short Term Memory Based Spatio-Temporal In Community Question Answering -- Chapter 12. Comparing Deep Neural Networks to Traditional Models for Sentiment Analysis in Turkish Language |
| Summary |
This book covers deep-learning-based approaches for sentiment analysis, a relatively new, but fast-growing research area, which has significantly changed in the past few years. The book presents a collection of state-of-the-art approaches, focusing on the best-performing, cutting-edge solutions for the most common and difficult challenges faced in sentiment analysis research. Providing detailed explanations of the methodologies, the book is a valuable resource for researchers as well as newcomers to the field |
| Notes |
Print version record |
| Subject |
Natural language processing (Computer science)
|
|
Data mining.
|
|
Machine learning.
|
|
Natural Language Processing
|
|
Data Mining
|
|
Machine Learning
|
|
Data mining
|
|
Machine learning
|
|
Natural language processing (Computer science)
|
| Form |
Electronic book
|
| Author |
Agarwal, Basant
|
|
Nayak, Richi.
|
|
Mittal, Namita
|
|
Patnaik, Srikanta.
|
| ISBN |
9789811512162 |
|
9811512167 |
|
9811512159 |
|
9789811512155 |
|
9789811512179 |
|
9811512175 |
|
9789811512186 |
|
9811512183 |
|
