Abstract
Based on the existing study of online comment on the short text paradigm and the golden section method as introduced, an improved method that calculates the short text distance based on the Golden section method is hereby proposed. The new method considers the text distance as the combination between the semantic distance and the form distance on the basis of the importance weight and the preferable optimum experimental results are deprived with the new method based on the Golden section method. The simulation experiments indicate that the newly improved method of text distance calculation based on the Golden section method is better than the traditional methods with the clustering performance indeed improved.
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