Temporal attention graph-optimized networks for sequential recommendation

• 主要作者: Pathak, Siddhant
• 其他作者: Ke Yiping, Kelly
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Graph neural networks; Recommendation systems; Sequential recommendation
• 在線閱讀: https://hdl.handle.net/10356/175250

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traditional models often disregard the temporal dynamics of user-item interactions, which can lead to static and outdated recommendations that fail to r...