A method of summarizing text. The sentences in the text are identified first.
Then,
the terms in each sentence are identified. A matrix is then generated, where the
columns represent the sentences and the rows represent the terms. The entries in
the matrix are weighted with an exponentially decaying function or a Hidden Markov
Model. The Euclidean length of each column is determined. The sentence corresponding
to the column having the maximum Euclidean length is selected as a summary sentence.
The columns corresponding to the remaining sentences have their matrix entries
reduced. If additional summary sentences are desired then return to the step of
determining Euclidean length of the columns.