There are two basic architectures for a recommendation system:

1. Content-Based systems focus on properties of items. Similarity of items is determined by measuring the similarity in their properties.

2. Collaborative-Filtering systems focus on the relationship between users and items. Similarity of items is determined by the similarity of the ratings of …