How can I improve my recommendation system?

How can I improve my recommendation system?

To improve your recommendation system, consider using collaborative filtering, content-based filtering, or hybrid methods.

What is collaborative filtering?

Collaborative filtering is a method that makes recommendations based on user behavior and preferences, analyzing patterns from similar users.

Can you give me an example of a hybrid method?

Sure! A hybrid method combines collaborative filtering and content-based filtering, like Netflix, which uses both user ratings and movie features.

How do I collect user data effectively?

You can collect user data through surveys, tracking user interactions, and analyzing purchase history to understand preferences.