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• Comparison of Random Forest and Support Vector Machine Methods in Sentiment Analysis of Student Satisfaction Questionnaire Comments at ITB STIKOM Bali

  Purnama Sidik, I Made Gede Sunarya, I Gede Aris Gunadi

  794-802

  2025-06-05

• Sentiment Classification Analysis of Tokopedia Reviews Using TF-IDF, SMOTE, and Traditional Machine Learning Models

  Herianta Barus, Ika Nur Fajri, Yoga Pristyanto

  2552-2561

  2025-10-14

• Performance of Machine Learning Algorithms on Imbalanced Sentiment Datasets Without Balancing Techniques

  Dina Wulan Yekti rahayu, Khothibul Umam; Maya Rini Handayani

  998-1005

  2025-06-20

• An Ensemble Learning Approach for Sentiment Analysis of Maxim Application Reviews Using SVM, KNN, and Random Forest

  Ruth Mei Sasmita, Allsela Meiriza, Hardini Novianti

  3697-3705

  2025-12-10