Perceived MOOC satisfaction: A review mining approach using machine learning and fine-tuned BERTs

Keyphrases

• Machine Learning 100%
• Massive Open Online Courses 100%
• Online Learning Satisfaction 100%
• Fine-tuned BERT 100%
• Review Mining 100%
• Review Topic 75%
• Machine Learning Models 75%
• Review Helpfulness 75%
• Learner Satisfaction 75%
• Regression Analysis 50%
• Automatic Classification 50%
• F1 Score 50%
• Review Classification 50%
• Precision-recall 50%
• Recall Score 50%
• BERT Model 50%
• Precision Score 50%
• Fine-tuned BERT Model 50%
• Educators 25%
• Negative Impact 25%
• Positive Influence 25%
• Overall Satisfaction 25%
• Machine Learning Applications 25%
• Course Designer 25%
• Course Offering 25%
• Online Course Reviews 25%
• Course Review 25%
• Topic Categories 25%

Social Sciences

• Bidirectional Encoder Representations From Transformers 100%
• Massive Open Online Course 100%
• Machine Learning 100%
• Learning System 100%
• Automatic Text Analysis 40%
• Machine Learning Model 40%
• Linear Regression Analysis 20%
• Regression Analysis 20%

Computer Science

• Bidirectional Encoder Representations From Transformers 100%
• Machine Learning 100%
• Learning System 100%
• Automatic Classification 40%
• Machine Learning Model 40%
• Baseline Model 20%
• Negative Impact 20%
• Influencing Factor 20%