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A New Approach for Fuzzy Classification in Relational Databases

  • Ricardo Hideyuki Tajiri
  • Eduardo Zanoni Marques
  • Bruno Bogaz Zarpelão
  • Leonardo de Souza Mendes
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6861)

Abstract

This paper presents an easy-to-use and easy-to-implement framework for fuzzy data classification and extraction in relational databases. The main benefits of the framework are: (i) a fuzzy data classification model for relational databases; (ii) flexible membership function configuration; (iii) automatic membership degree computation; (iv) a fuzzy data retrieval mechanism fully supported in SQL queries. In order to validate the proposed framework, a case study is implemented in a social welfare system using RDBMS Oracle 11g and PL/SQL programming language.

Keywords

Fuzzy classification Relational database SQL query 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Ricardo Hideyuki Tajiri
    • 1
  • Eduardo Zanoni Marques
    • 1
  • Bruno Bogaz Zarpelão
    • 1
  • Leonardo de Souza Mendes
    • 1
  1. 1.Department of Communication, School of Electrical and Computer EngineeringUniversity of Campinas, Cidade Universitária Zeferino VazCampinasBrazil

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