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About Summarization in Large Fuzzy Databases

Authors:
Ines BenAli Sougui
Minyar Sassi Hidri
Amel Grissa Touzi

Keywords: Fuzzy DB; Fuzzy SQL; FCM; FCA; Concept Summary.

Abstract:
Moved by the need increased for modeling of the fuzzy data, the success of the systems of exact generation of summary of data, we propose in this paper a new approach of generation of summary from fuzzy data called “Fuzzy-SaintEtiQ”. This approach is an extension of the SaintEtiQ model to support the fuzzy data. We prove that our approach presents the following optimizations: 1) the minimization of the expert risk, 2) the construction of a more detailed and more precise summaries hierarchy, and 3) the co-operation with the user by giving him fuzzy summaries in different hierarchical levels.

Pages: 87 to 94

Copyright: Copyright (c) IARIA, 2013

Publication date: January 27, 2013

Published in: conference

ISSN: 2308-4332

ISBN: 978-1-61208-247-9

Location: Seville, Spain

Dates: from January 27, 2013 to February 1, 2013