Latest Research in Sentiment Analysis and Opinion Mining

20 research papers · 2026 median publication year

Top Research Topics in Sentiment Analysis and Opinion Mining

Highest-Cited Papers

  1. Emotion analysis and management improvement of hotel user online reviews based on BERT-RF and PLS-SEM integration
  2. Sentiment classification of stock forum text based on a parameter-decoupled ERNIE-Transformer architecture
  3. MMFFM: Fake-Review Detection Based on Multi-Level and Multi-Dimensional Feature Fusion
  4. Predicting Video Comment Counts Using a Hybrid Statistical and Machine-Learning Framework
  5. Predicting Video Comment Counts Using a Hybrid Statistical and Machine-Learning Framework
  6. From Visual Feedback to Textual Reviews: A Multi-Agent Vision-Language Framework for Image-Grounded Review Assistance
  7. The Promise and Pitfalls of GenAI-Powered Mobile Apps: Perspectives from User Reviews
  8. PREDICTING YOUTUBE VIDEO VIEWS USING SUPERVISED REGRESSION MACHINE LEARNING
  9. PREDICTING YOUTUBE VIDEO VIEWS USING SUPERVISED REGRESSION MACHINE LEARNING
  10. Design-Oriented User Experience Analysis of Consumer AI Glasses Using Large-Scale Online Reviews: Large Language Model-Assisted Aspect-Based Sentiment Analysis and Explainable Machine Learning
  11. Transforming multimodal online reviews into competitor-aware product improvement decisions: a large language model-assisted framework
  12. Aspect-Based Semantic Analysis of Tourist Preferences Across Multilingual Review Platforms: Evidence from Kazakhstan
  13. Computational analysis of the Pusa Samachar YouTube channel using audience engagement and sentiment analysis
  14. From News to Index: A Practitioner’s Guide to a Deployable Sentiment Pipeline for Official Statistics
  15. Implementing text mining-based IPCA on Islamic versus conventional mobile banking in Indonesia
  16. Automated social media analysis for urban tourism cities: a low-code workflow approach using the #TravelTuesday campaign
  17. A Computational Framework for Cross-Temporal Sentiment and Topic Analysis of Reddit Data
  18. Evaluating LLM-Based Topic Interpretation and Sentiment Classification Against LDA-Human and Human-Coded Benchmarks in Consumer Review Analytics
  19. Enhancing E-Commerce Customer Satisfaction: A Multi-Method Approach Using Sentiment Analysis, IPA, and PGCV
  20. Enhancing E-Commerce Customer Satisfaction: A Multi-Method Approach Using Sentiment Analysis, IPA, and PGCV
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L3 Region - - 2026 Sep Q3

Sentiment Analysis and Opinion Mining

20 papers

Top Topics (10)

Sentiment Analysis and Opinion Mining7
Digital Marketing and Social Media3
Customer churn and segmentation2
Stock Market Forecasting Methods1
Misinformation and Its Impacts1
Computer Vision and Pattern Recognition1
Persona Design and Applications1
Aesthetic Perception and Analysis1
Diverse Aspects of Tourism Research1
Smart Agriculture and AI1

Top Publications (20)

1.Emotion analysis and management improvement of hotel user online reviews based on BERT-RF and PLS-SEM integration2.Sentiment classification of stock forum text based on a parameter-decoupled ERNIE-Transformer architecture3.MMFFM: Fake-Review Detection Based on Multi-Level and Multi-Dimensional Feature Fusion4.Predicting Video Comment Counts Using a Hybrid Statistical and Machine-Learning Framework5.Predicting Video Comment Counts Using a Hybrid Statistical and Machine-Learning Framework6.From Visual Feedback to Textual Reviews: A Multi-Agent Vision-Language Framework for Image-Grounded Review Assistance7.The Promise and Pitfalls of GenAI-Powered Mobile Apps: Perspectives from User Reviews8.PREDICTING YOUTUBE VIDEO VIEWS USING SUPERVISED REGRESSION MACHINE LEARNING9.PREDICTING YOUTUBE VIDEO VIEWS USING SUPERVISED REGRESSION MACHINE LEARNING10.Design-Oriented User Experience Analysis of Consumer AI Glasses Using Large-Scale Online Reviews: Large Language Model-Assisted Aspect-Based Sentiment Analysis and Explainable Machine Learning11.Transforming multimodal online reviews into competitor-aware product improvement decisions: a large language model-assisted framework12.Aspect-Based Semantic Analysis of Tourist Preferences Across Multilingual Review Platforms: Evidence from Kazakhstan13.Computational analysis of the Pusa Samachar YouTube channel using audience engagement and sentiment analysis14.From News to Index: A Practitioner’s Guide to a Deployable Sentiment Pipeline for Official Statistics15.Implementing text mining-based IPCA on Islamic versus conventional mobile banking in Indonesia16.Automated social media analysis for urban tourism cities: a low-code workflow approach using the #TravelTuesday campaign17.A Computational Framework for Cross-Temporal Sentiment and Topic Analysis of Reddit Data18.Evaluating LLM-Based Topic Interpretation and Sentiment Classification Against LDA-Human and Human-Coded Benchmarks in Consumer Review Analytics19.Enhancing E-Commerce Customer Satisfaction: A Multi-Method Approach Using Sentiment Analysis, IPA, and PGCV20.Enhancing E-Commerce Customer Satisfaction: A Multi-Method Approach Using Sentiment Analysis, IPA, and PGCV
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