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Document Management Using Clustering Algorithms

Author

Listed:
  • 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

Suggested Citation

  • CRETULESCU Radu George & PITIC Antoniu Gabriel & MORARIU Daniel, 2015. "Document Management Using Clustering Algorithms," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 67(4), pages 188-202, September.
    • Handle: RePEc:blg:reveco:v:67:y:2015:i:4:p:188-202
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    More about this item

    Keywords

    Management; Document Management; Clustering; Cluster Validation;
    All these keywords.

    JEL classification:

    • Y80 - Miscellaneous Categories - - Related Disciplines - - - Related Disciplines

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