The refinement algorithm consideration in text clustering scheme based on multilevel graph

To construct a high efficient text clustering algorithm the multilevel graph model and the refinement algorithm used in the uncoarsening phase is discussed. The model is applied to text clustering. The performance of clustering algorithm has to be improved with the refinement algorithm application....

Full description

Saved in:
Bibliographic Details
Published in:Wuhan University journal of natural sciences 2004-09, Vol.9 (5), p.671-675
Main Authors: Chen, Jian-Bin, Dong, Xiang-Jun, Song, Han-Tao
Format: Article
Language:English
Subjects:
Algorithms
Clustering
Multilevel
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:To construct a high efficient text clustering algorithm the multilevel graph model and the refinement algorithm used in the uncoarsening phase is discussed. The model is applied to text clustering. The performance of clustering algorithm has to be improved with the refinement algorithm application. The experiment result demonstrated that the multilevel graph text clustering algorithm is available.
ISSN:1007-1202
1993-4998
DOI:10.1007/BF02831661