How can I improve the diversity of recommendations in my app?

How can I improve the diversity of recommendations in my app?

To improve recommendation diversity, consider implementing techniques like collaborative filtering, content-based filtering, and diversity-aware algorithms.

What are some specific algorithms I can use?

You can explore algorithms like the Multi-Armed Bandit, Diversity-Enhanced Collaborative Filtering, and Clustering-based methods.

How do I evaluate the effectiveness of these algorithms?

Evaluate effectiveness using metrics like diversity score, user satisfaction surveys, and A/B testing to compare different approaches.

Can you suggest any tools or libraries for implementing these algorithms?

Sure! Libraries like Surprise, TensorFlow Recommenders, and Scikit-learn can help you implement these algorithms effectively.