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The clustering algorithm for Chinese texts based on Lingo

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3 Author(s)
Xiuqin Lin ; Beijing Key Lab. of Intell. Telecommun. Software & Multimedia, Beijing Univ. of Posts & Telecommun., Beijing, China ; Qianhao Zhang ; Gengyu Wei

This paper presents a novel Chinese text clustering algorithm, named C-Lingo (Chinese Lingo), which improves the performance of Lingo Algorithm to replace the singular value decomposition (SVD) by non-negative matrix factorization (NMF). In the C-Lingo algorithm functions of the segmentation of Chinese word and the removal of stop words are added in order to process the web page with Chinese text. The evaluation results show that the C-Lingo algorithm has got better performances.

Published in:

Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on  (Volume:2 )

Date of Conference:

26-28 July 2011