Unveiling the Algorithmic Essence: Comparative Study for Algorithm of Recommendation System
@FYP23073 | Supervisor: Huang Chao
Lau Yan Chun Chris
- Information System
- Machine Learning
- Network Graph
- Self-supervised Learning
Why RS?
Recommendation system has been increasingly adopted by various online platforms and applications to improve user experience by generating user-customized suggestions for each specific user.
After BellKor’s Pragmatic Chaos team won US$1,000,000 in Netflix Prize 2009 with his unique recommendation algorithm, what is next?
Related Concepts
Challenges of RS & state-of-the-art approaches
Results & Finding
How datasets affect the algorithms’ performance?
Paper & Document
Full context of the study