Design collaborative filtering recommender systems to solve cold-start problem

• Main Author: Hasan Mohammad Yusuf
• Other Authors: Li Fang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/156564
• Institution: Nanyang Technological University

Recommender systems are information filtering system that suggests items like movies, songs, products, etc to users. Collaboration filtering approaches are adversely affected by the cold start problem, which makes it difficult to propose items to new users or for new items with no ratings when the i...