Inductive link prediction in graphs

• المؤلف الرئيسي: Wang, Yu Zhen
• مؤلفون آخرون: Lihui Chen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/157521
• المؤسسة: Nanyang Technological University

Predicting the link between a pair of nodes in a graph is an important task for graph data analytics. Most existing research focuses on transductive link prediction, where both nodes already exist in graphs, or their models built are inherently transductive. However, many real-world applications req...