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A Latent Semantic Indexing-based approach to multilingual document clustering

11 years 7 months ago
A Latent Semantic Indexing-based approach to multilingual document clustering
The creation and deployment of knowledge repositories for managing, sharing, and reusing tacit knowledge within an organization has emerged as a prevalent approach in current knowledge management practices. A knowledge repository typically contains vast amounts of formal knowledge elements, which generally are available as documents. To facilitate users' navigation of documents within a knowledge repository, knowledge maps, often created by document clustering techniques, represent an appealing and promising approach. Various document clustering techniques have been proposed in the literature, but most deal with monolingual documents (i.e., written in the same language). However, as a result of increased globalization and advances in Internet technology, an organization often maintains documents in different languages in its knowledge repositories, which necessitates multilingual document clustering (MLDC) to create organizational knowledge maps. Motivated by the significance of ...
Chih-Ping Wei, Christopher C. Yang, Chia-Min Lin
Added 26 Dec 2010
Updated 26 Dec 2010
Type Journal
Year 2008
Where DSS
Authors Chih-Ping Wei, Christopher C. Yang, Chia-Min Lin
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