The Evaluation of RecSys — Part 1: From Content-Based Filtering to Matrix Factorization

Part 1 of a 4-part series tracing how RecSys evolved from content-based filtering through collaborative filtering to matrix factorization — and where each technique falls short, setting up the next breakthrough.

March 1, 2025 · 6 min · Abdullah Al Mamun