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.