Comparing machine learning to knowledge engineering for student behavior modeling: a case study in gaming the system

Keyphrases

• Analytic Research 33%
• Building Model 33%
• Digital Learning Environment 33%
• Engineering Approach 33%
• Engineering Learning 33%
• Gaming the System 100%
• Hybrid Method 33%
• Hybrid Model 33%
• Intelligent Tutoring Systems 33%
• Knowledge Engineering 100%
• Learning Analytics 33%
• Machine Learning 100%
• Machine Learning Models 33%
• Machine Learning Techniques 33%
• Performance Prediction 33%
• Student Behavior 33%
• Student Behavior Modeling 100%
• Student Games 33%

Computer Science

• Case Study 100%
• Digital Education 33%
• Generalizability 33%
• Hybrid Approach 33%
• Intelligent Tutoring System 33%
• Interpretability 33%
• Knowledge Engineering 100%
• Learning Analytics 33%
• Machine Learning 100%
• Predictive Performance 33%

Psychology

• Case Study 100%
• Gaming 100%
• Intelligent Tutoring System 33%
• Learning Analytics 33%
• Student Behavior 100%