Beyond collaborative filtering: a relook at taskformulation in recommender systems

• Main Author: Sun, Aixin
• Other Authors: College of Computing and Data Science
• Format: Article
• Language: English
• Published: 2025
• Subjects: Computer and Information Science; Recommender systems; Information
• Online Access: https://hdl.handle.net/10356/181966
• Institution: Nanyang Technological University

Recommender Systems (RecSys) have become indispensable in numerous applications, profoundly influencing our everyday experiences. Despite their practical significance, academic research in RecSys often abstracts the formulation of research tasks from real-world contexts, aiming for a clean proble...