Diffusion-based knowledge aware recommendation systems

• المؤلف الرئيسي: Qi, Yihan
• مؤلفون آخرون: Andy Khong W H
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Engineering; Recommendation systems; Diffusion model; Knowledge graph
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/182792
• المؤسسة: Nanyang Technological University

Knowledge-based recommendation systems are now essential for providing users with tailored content in the age of information overload. This dissertation in- vestigates DiffKG, a sophisticated diffusion-based knowledge graph model that uses structured information and diffusion mechanisms to improve t...