Ensemble methods for improving the performance of neighborhood-based collaborative filtering

Keyphrases

• Neighborhood-based Collaborative Filtering 100%
• Ensemble Methods 100%
• Regression Algorithm 66%
• Recommendation System 66%
• Adaptation 33%
• Reinforced 33%
• SIMPLE Algorithm 33%
• Effective Tool 33%
• Performance Prediction 33%
• Regression Problem 33%
• Regression Method 33%
• Root Mean Square Error 33%
• Missing Ratings 33%
• All Nearest Neighbors 33%
• Simple Regression 33%
• Goal Function 33%
• AdaBoost Regression 33%
• Wide Scope 33%
• Ensemble Regression 33%
• Recommendation Tasks 33%
• Ensemble Regressors 33%

Computer Science

• Recommender Systems 100%
• Collaborative Filtering 100%
• Ensemble Method 100%
• Interpolation 50%
• Regression Problem 50%
• Regression Method 50%
• Root Mean Squared Error 50%
• Predictive Performance 50%
• Adaboost 50%