Book Recommendation Using Collaborative Filtering Technology
Karolina Cwojdzinska, Marcin Hernes, Wiesława Gryncewicz, Artur Rot, Paweł Golec · 2022 12th International Conference on Advanced Computer Information Technologies (ACIT) · 2022
The aim of the paper is to develop approach for books recommendation based on collaborative filtering. The different algorithm of collaborative filtering has been compared. The approach enables the creation of recommendations based on feedback from other people, so that users have a chance to explore completely new products. The solution was built based on book ratings from the Amazon.com sales platform, which consists of more than 50 million observations.