Inductive link prediction in graphs

• Main Author: Wang, Yu Zhen
• Other Authors: Lihui Chen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/157521
• Institution: 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...