Latest Research in Sentiment Analysis and Opinion Mining

10 research papers · 2026 median publication year

Top Research Topics in Sentiment Analysis and Opinion Mining

Highest-Cited Papers

  1. Breaking the Loop: An Empirical Comparison of Strategies for Novelty and Freshness in YouTube Music
  2. Deep learning-based adaptive recommendation algorithm for personalized music teaching
  3. Two Views, One Voice: Evidence-Grounded Conversational Music Recommendation
  4. Self-Supervised Contrastive Book Embeddings from Arabic Reviews: A Cure for Embedding Collapse in Sentiment-Aware Recommendation
  5. Benchmarking Arabic Book Recommendation: Multi-Source Metadata Fusion and a Cross-Dataset Decision Rule on LABR and BRAD
  6. A hybrid CNN-BiLSTM approach for predicting the purchase behavior of customers in e-commerce
  7. Benchmarking Arabic Book Recommendation: Multi-Source Metadata Fusion and a Cross-Dataset Decision Rule on LABR and BRAD
  8. Self-Supervised Contrastive Book Embeddings from Arabic Reviews: A Cure for Embedding Collapse in Sentiment-Aware Recommendation
  9. Data and Code for: "Auditing Construct Validity and Explanation Faithfulness of an Attribute-Based Product Recommender Across Four E-Commerce Data Sources"
  10. Robust music recommendation in sparse data environment with edge-assisted similarity analysis
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2026 JUL Q4

Sentiment Analysis and Opinion Mining

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