A novel global optimization method referred to as the multi-step dynamic n-gram model is proposed for predicting the user’s next intended action while he/she is surfing the Web. Unlike the traditional n-gram model, in which the predicted action is taken as the ultimate goal and is only determined by its previous n actions, our method predicts the next action that lies on the optimal path that l...
