You are an ML engineer at a global shoe store. You manage the ML models for the company's website. You are asked to build a model that will recommend new products to the user based on their purchase behavior and similarity with other users. What should you do?

A. Build a classification model B. Build a knowledge-based filtering model C. Build a collaborative-based filtering model D. Build a regression model using the features as predictors