Before revision:  In this way, traditional link prediction methods, usually based on decompositions of the entire network adjacency matrix, are extended using edge-specific information.
After revision:  In this way, traditional link prediction methods, usually based on decompositions of the entire network adjacency matrix, are extended using temporal information.