(2013) ranks messages utilizing Gradient Boosted Decision Tree (GBDT) algorithm with text, popularity, temporal and user influence signals to summarize Twitter context tree.
without the interaction data with external users, we utilize users' fol-   GBDT implementation is based on RankLib 5 , and as a supervised method, UserInfSum is evaluated with 10-fold cross validation.