Semi-supervised learning

Another interesting aspect of Label Propagation is its ability to take into account prior knowledge. If you already know the community of some of the nodes, this information can be used in the initialization phase instead of setting random initial values. This technique is known as semi-supervised learning since only some nodes are labeled with their community.