Latest Research in Social Sentiment Analysis

Top Research Topics in Social Sentiment Analysis

• Computation and Language — 45 papers
• Sentiment Analysis and Opinion Mining — 29 papers
• Misinformation and Its Impacts — 21 papers
• Hate Speech and Cyberbullying Detection — 16 papers
• Spam and Phishing Detection — 6 papers
• Artificial Intelligence — 5 papers
• Computer Vision and Pattern Recognition — 5 papers
• Complex Network Analysis Techniques — 4 papers
• Digital Marketing and Social Media — 3 papers
• Machine Learning — 3 papers

Highest-Cited Papers

1. Emotion analysis and management improvement of hotel user online reviews based on BERT-RF and PLS-SEM integration
2. Early detection of online public opinion rumors for cross-event generalization
3. Evaluating fine-tuned, embedding-based, and zero-shot models for aspect-based sentiment analysis in South Slavic news
4. Echo chamber effect within and across communities in rumor spread during public health crisis
5. MSRA-CCL: Multi-Source Reliability-Aware Aggregation and Cross-Domain Consistency Learning for Weakly Supervised Sentiment Classification
6. ViTOED: A Dataset for Target-Oriented Emotion Detection on Vietnamese Social Media Texts
7. Learn Before You Judge: Progressive Knowledge-to-Decision Alignment for Explainable Hateful Meme Detection
8. KITE: A Tri-Modal Transformer Integrating Text, Images, and Knowledge Graphs for Fake News Detection
9. Zero-shot narrative detection in social messaging
10. Sentiment classification of stock forum text based on a parameter-decoupled ERNIE-Transformer architecture
11. Automated Detection of Deceptive Design Patterns (Dark Patterns) In E-Commerce Websites
12. Inappropriate Content Classification Model for Digital Violence Detection Using Hybrid Data
13. Event-centric human value understanding in news-domain texts: An actor-conditioned benchmark across multi-scope event contexts
14. Leveraging Structural Information to Reconstruct Hidden Nodes in Propagation Graphs
15. Detecting Sybil Identities in Distributed Multi-Robot Exploration via Geometric Ranking
16. Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection
17. RMS@CC-MMD 2026: Multimodal Misogyny Detection via Geometric Interaction and Multi-View Consensus
18. MMFFM: Fake-Review Detection Based on Multi-Level and Multi-Dimensional Feature Fusion
19. Robustness Analysis Of Lightweight Machine Learning Models For Sentiment Classification Under Noisy Text
20. An Interpretable and Optimized Attention-Driven LSTM Framework for Email Sentiment Classification

Sub-Regions

• Misinformation and Its Impacts — 61 papers
• Computation and Language — 54 papers
• Online Learning and Analytics — 28 papers
• Sentiment Analysis and Opinion Mining — 20 papers
• Spam and Phishing Detection — 8 papers
• Sentiment Analysis and Opinion Mining — 6 papers