Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization

Keyphrases

• Prediction Accuracy 100%
• Collaborative Filtering 100%
• Learning Analytics 100%
• Context-aware Recommendation 100%
• Coupled Matrix Factorization 100%
• Tensor-matrix Factorization 100%
• University of Minnesota 50%
• Educators 50%
• Student Performance 50%
• Higher Education 50%
• Student Experience 50%
• Decision Support 50%
• Learning Data 50%
• Matrix Factorization 50%
• Tensor Factorization 50%
• Counselors 50%
• Expert System 50%
• Latent Factors 50%
• Contextual Information 50%
• Student Retention 50%
• Factorization Method 50%
• Matrix Factor 50%
• Timely Graduation 50%
• Grade Prediction 50%
• Degree Planning 50%
• Educational Data Mining 50%

Computer Science

• Matrix Factorization 100%
• Learning Analytics 100%
• Collaborative Filtering 66%
• Prediction Accuracy 33%
• Contextual Information 33%
• Educational Data Mining 33%
• Experimental Result 33%
• Expert System 33%
• Temporal Information 33%