Computational Intelligence Applications for Text and Sentiment Data Analysis

Computational Intelligence Applications for Text and Sentiment Data Analysis

Sarkar, Soham; Kolya, Anup Kumar; Basu, Abhishek; Das, Dipankar

Elsevier Science & Technology

07/2023

270

Mole

Inglês

9780323905350

15 a 20 dias

Descrição não disponível.
1. Introduction to Text and Sentiment Data Analysis
2. Natural Language Processing and Sentiment Analysis: Perspectives from Computational Intelligence
3. Applications and Challenges of Sentiment Analysis in Real Life Scenarios
4. Emotions Recognition of Students from Online and Offline Texts
5. Online Social Network Sensing Models
6. Identifying Sentiments of Hate Speech using Deep Learning
7. An Annotation System to Summarize Medical Corpus using Sentiment based Models
8. Deep learning-based Dataset Recommendation System by employing Emotions
9. Hybrid Deep Learning Architecture Performance on Large English Sentiment Text Data: Merits and Challenges
10. Human-centered Sentiment Analysis
11. An Interactive Tutoring System for Older Adults - Learning with New Apps
12. Irony and Sarcasm Detection
13. Concluding Remarks
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Natural Language Processing; Text Analytics, Sentiment Analysis; Opinion Mining; Emotion Recognition; Social Network Analysis; Big Data Analysis; Data Mining; Data analysis in Social Media; Machine Learning; Deep learning; Human Computer Interface; Computer Aided Diagnosis; Speech Recognition; Information Retrieval; Content Retrieval; Recommendation System; Hybrid Computational Intelligence; Pattern Recognition; Evolutionary algorithms; Fuzzy systems