DOCUMENT MANAGEMENT USING CLUSTERING ALGORITHMS

CRETULESCU Radu George, Lucian Blaga University of Sibiu, Romania

PITIC Antoniu Gabriel, Lucian Blaga University of Sibiu, Romania

MORARIU Daniel, Lucian Blaga University of Sibiu, Romania

Abstract:
Document management systems are complex systems, which offer services as storage, versioning, metadata, security, as well as indexing and retrieval capabilities. Large numbers of documents could be automatically grouped into classes of documents, which contain similar information. Therefor we propose to use clustering methods in order to group the documents. Clustering is an important process in text mining used for groping documents based on their contents in order to extract knowledge. In this paper we will present some requirements for clustering algorithms for a document management system

Keywords: Management, Document Management, Clustering, Cluster Validation

JEL Classification: Y80

Volume: 67, Issue: 4

Pages: 188 - 202

Publication date: September, 2015

Download the article: http://economice.ulbsibiu.ro/revista.economica/archive/67413cretulescu&pitic&morariu.pdf

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