Study on the Calculation of Text Similarity Based on Key-sentence

To solve the problems of the slow speed and a great deal of memory demand appearing in text categorization, this paper explains Sentences Vector Space Model (SVSM), puts forward the method to calculate text similarity based on key sentences. Experiments show the better result.