What is the difference between hybrid filtering and collaborative filtering?

What is the difference between hybrid filtering and collaborative filtering?

Hybrid filtering combines multiple recommendation techniques, while collaborative filtering relies solely on user interactions.

Can you give me an example of each?

Sure! Collaborative filtering might suggest movies based on what similar users liked, while hybrid filtering could combine that with content-based recommendations.

Which method is more effective?

It depends on the context. Hybrid filtering often provides better results by leveraging the strengths of both methods.

Are there any downsides to using hybrid filtering?

Yes, hybrid filtering can be more complex to implement and may require more data to function effectively.