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Efficient approach for incremental Vietnamese document clustering by Tu Anh Nguyen Hoang; Kiem Hoang is a scholarly article available to read on EtoBox.

What is Efficient approach for incremental Vietnamese document clustering about?

In this paper, we present how to use graph model for clustering Vietnamese document incrementally. Graph based model allows us to model completely the structure of not only each document but also the whole collection of documents. The graph structure is easily updated when there is a new document. When building the graph incrementally we can identify representative subgraph features, which are later used for calculating hybrid pair-wise document similarity. These subgraph features make clustering process less sensitive to the Vietnamese word segmentation step. Based on the hybrid similarity measure, the documents are groups into clusters on-the-fly without any assumptions on the number of clusters and without retrieving previous documents.

Author

Tu Anh Nguyen Hoang; Kiem Hoang

Publisher

ACM

Published

2009

Language

EN