Probabilistic latent factor model for collaborative filtering with Bayesian inference

Keyphrases

• Collaborative Filtering 100%
• Bayesian Inference 100%
• Latent Factor Model 100%
• Latent Factors 75%
• User-item Interaction 75%
• Optimal Estimation 50%
• Bayesian Latent Class Model 50%
• Performance Enhancement 25%
• Overfitting 25%
• Prior Constraints 25%
• User-item 25%
• Posterior Distribution 25%
• Recommendation System 25%
• Pattern Recognition 25%
• Matrix Factorization 25%
• Sparsity 25%
• Least Square Method 25%
• Modeller 25%
• Variational Inference 25%
• Inner Product 25%
• Factor Space 25%
• Movie Rating 25%
• User-dependent 25%
• Likelihood Function 25%
• Bayesian Treatment 25%
• Probabilistic Factor Model 25%

Computer Science

• Collaborative Filtering 100%
• Least Squares Method 50%
• Sparsity 50%
• Regularization 50%
• Estimation Method 50%
• Matrix Factorization 50%
• Pattern Recognition 50%
• Posterior Distribution 50%
• Likelihood Function 50%
• Probabilistic Factor 50%