Database design and querying within the fuzzy semantic model

Rafik Bouaziz; Salem Chakhar; Vincent Mousseau; Sudha Ram; Abdelkader Telmoudi

doi:10.1016/j.ins.2007.05.013

Database design and querying within the fuzzy semantic model

Rafik Bouaziz, Salem Chakhar, Vincent Mousseau, Sudha Ram, Abdelkader Telmoudi

Research output: Contribution to journal › Article › peer-review

23 Scopus citations

Abstract

Fuzzy semantic model (FSM) is a data model that uses basic concepts of semantic modeling and supports handling fuzziness, uncertainty and imprecision of real-world at the attribute, entity and class levels. The paper presents the principles and constructs of the FSM. It proposes ways to define the membership functions within all the constructs of the FSM. In addition, it provides a proposal for specifying FSM schema and introduce a query language adapted to FSM-based databases.

Original language	English (US)
Pages (from-to)	4598-4620
Number of pages	23
Journal	Information Sciences
Volume	177
Issue number	21
DOIs	https://doi.org/10.1016/j.ins.2007.05.013
State	Published - Nov 1 2007

Keywords

Database design
Flexible querying
Fuzzy database
Semantic modeling

ASJC Scopus subject areas

Software
Control and Systems Engineering
Theoretical Computer Science
Computer Science Applications
Information Systems and Management
Artificial Intelligence

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10.1016/j.ins.2007.05.013

Cite this

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AU - Bouaziz, Rafik

AU - Chakhar, Salem

AU - Mousseau, Vincent

AU - Ram, Sudha

AU - Telmoudi, Abdelkader

PY - 2007/11/1

Y1 - 2007/11/1

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AB - Fuzzy semantic model (FSM) is a data model that uses basic concepts of semantic modeling and supports handling fuzziness, uncertainty and imprecision of real-world at the attribute, entity and class levels. The paper presents the principles and constructs of the FSM. It proposes ways to define the membership functions within all the constructs of the FSM. In addition, it provides a proposal for specifying FSM schema and introduce a query language adapted to FSM-based databases.

KW - Database design

KW - Flexible querying

KW - Fuzzy database

KW - Semantic modeling

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Database design and querying within the fuzzy semantic model

Abstract

Keywords

ASJC Scopus subject areas

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