Before revision: The evaluation of a link prediction algorithm requires to estimate the possibility of the existence of all unobserved links in a network .
After revision: Link prediction has aroused extensive attention since it can both discover hidden connections and predict future links in the networks. Many unsupervised link prediction algorithms have been proposed to find these links in a network .