Social Media Sentiment Analysis

Social Media Sentiment Analysis

Social media sentiment analysis is the computational detection and extraction of human subjective evaluation of objects embedded on social media. Previous sentiment analysis was conducted on isolated written texts, and typically classified sentiment into positive, negative, and neutral states. Socia...

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Veröffentlicht in:Encyclopedia (Basel, Switzerland) Switzerland), 2024-10, Vol.4 (4), p.1590-1598
Hauptverfasser: Nip, Joyce Y. M., Berthelier, Benoit
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Artificial intelligence
aspect-based sentiment analysis
Communication
deep learning
knowledge graphs
large language models
Machine learning
Product reviews
Propaganda
Sentiment analysis
Social networks
Trends
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Beschreibung
Zusammenfassung:Social media sentiment analysis is the computational detection and extraction of human subjective evaluation of objects embedded on social media. Previous sentiment analysis was conducted on isolated written texts, and typically classified sentiment into positive, negative, and neutral states. Social media sentiment analysis has included multi-modal texts, temporal dynamics, interactions, network relationships, and sentiment propagation. Specific emotions and sentiment intensity are also detected.
ISSN:2673-8392
2673-8392
DOI:10.3390/encyclopedia4040104