The Viterbi decoding algorithm (Forney Jr, 1973) is used to determine the best sequence of states for generat-ing observation sequence.
by using the Hidden Markov model that is constructed in previous sub-section and the learned HMM parameter values, the Viterbi decoding algorithm is applied to find the best sequence of authors for the given sentences.