关键词: 文本分类, 云模型, 云相似度

Abstract: In order to reduce the influences of the uncertainty in natural language to the traditional text classification method, this paper puts forward a new text classification method combining with cloud model, which defines cloud model of document and category, through computing the cloud similarity between test document and each category. The test text is assigned to a category based on maximum similarity principle. To sum up, experimental results show that the classification accuracy has improved by using this method, compared with the K-NN.

Key words: text classification, cloud model, cloud similarity