This provides the empirical justification for our assumption when formulating the multi-graph ranking step -that important authors are more likely to cooperate with each other; and that words written by them are more likely to be trending in their respective fields.
after the iterative ranking, noun phrases are assigned a score based on both the adjacency with other phrases and the author information for a particular year.