Mini toolsDefinition
Systems that suggest items to users based on their preferences and behavior patterns.
Detailed Explanation
Recommender systems combine various techniques to predict user preferences. They may use collaborative filtering (user-user or item-item similarity), content-based filtering, or hybrid approaches. Modern systems often incorporate deep learning and context awareness.
Use Cases
1. E-commerce recommendations 2. Content personalization 3. Movie suggestions 4. Music playlists
