Link Prediction

Link prediction is a task in graph and network analysis aimed at predicting missing or future connections between nodes in a network. Based on partially observed network structures and known connections, the goal of link prediction is to infer the links that are most likely to be added or overlooked, thereby uncovering potential relationships and enhancing the integrity of the network. This task holds significant application value in areas such as network science, social network analysis, and recommendation systems.