Temporal attention graph-optimized networks for sequential recommendation

• Main Author: Pathak, Siddhant
• Other Authors: Ke Yiping, Kelly
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Graph neural networks; Recommendation systems; Sequential recommendation
• Online Access: https://hdl.handle.net/10356/175250
• Institution: Nanyang Technological University

Sequential recommendation systems are pivotal in enhancing user experience by providing personalized suggestions based on historical data. However, traditional models often disregard the temporal dynamics of user-item interactions, which can lead to static and outdated recommendations that fail to r...