Temporal attention graph-optimized networks for sequential recommendation

• المؤلف الرئيسي: Pathak, Siddhant
• مؤلفون آخرون: Ke Yiping, Kelly
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Graph neural networks; Recommendation systems; Sequential recommendation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175250
• المؤسسة: 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traditional models often disregard the temporal dynamics of user-item interactions, which can lead to static and outdated recommendations that fail to r...