Design collaborative filtering recommender systems to solve cold-start problem

• 主要作者: Hasan Mohammad Yusuf
• 其他作者: Li Fang
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/156564
• 機構: 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...