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Model-Based Collaborative Filtering Algorithm
With the gradual development of machine learning and improvement recommendation systems are also increasingly using the idea of machine learning to make recommendations. The machine learning applications to the recommended system program is really too numerous to mention. The following algorithm for Model-Based CF to make a general classification:
- Based classification algorithms, regression algorithms, clustering algorithm
- Based on the recommended matrix decomposition
- Based on neural network algorithm
- Figure algorithm based on model
Next, we focus on learning more of the following applications:
- Recommended regression model based on collaborative filtering
- Collaborative filtering recommendation based on matrix decomposition
