A Deep Neural Network-Based Prediction Model for Students' Academic Performance

Keyphrases

• Student Academic Performance 100%
• Virtual Learning Environment 100%
• Neural Network Prediction 100%
• Deep Neural Network 100%
• Prediction Model 100%
• Student Performance 66%
• Performance-based 66%
• Open University 33%
• Demographic Information 33%
• Activity Type 33%
• Learning Analytics 33%
• Deep Learning 33%
• Student Population 33%
• Education Provider 33%
• University Learning 33%
• Information Evaluation 33%
• Preprocessing Techniques 33%
• Spearman Correlation Coefficient 33%
• Assessment Score 33%
• Artificial Methods 33%
• Student Performance Prediction 33%

INIS

• learning 100%
• performance 100%
• prediction 100%
• neural networks 100%
• environment 60%
• correlations 40%
• interactions 20%
• information 20%
• universities 20%
• education 20%
• assessments 20%
• datasets 20%
• processing 20%
• standardization 20%

Computer Science

• Virtual Learning Environments 100%
• Prediction Model 100%
• Deep Neural Network 100%
• Learning Analytics 33%
• Normalization And Standardization 33%
• Demographic Information 33%
• Preprocessing Stage 33%
• Deep Learning Method 33%