Collaborative Filtering vs Content-Based Filtering
When you’re building a recommendation system—whether for e-commerce products, streaming content, news articles, or social media—you face a fundamental choice between two foundational approaches: collaborative filtering and content-based filtering. These methods represent philosophically different ways of answering the question “what should we recommend to this user?” Collaborative filtering learns from collective user behavior patterns, discovering … Read more