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An Evolutionary Method for Natural Language to SQL Translation

  • Alexandre Afonso
  • Leonardo Brito
  • Oto Vale
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5361)

Abstract

In this paper, we propose a new methodology where complex natural language requests from a user to a relational database are broken into simple sentences through an Evolutionary Computing method. Such basic sentences are then translated by another module, which tries to perform a pattern matching between a model filled by local grammars and the basic sentences generated by the Evolutionary Programming algorithm. The output of this system is a set of SQL queries to a specific database. The main feature is its combinatorial approach, as an alternative for the use of methods that employs many linguistic levels (lexicon, syntax rules and semantics) and intermediate languages. The proposed methodology is applied to Brazilian Portuguese. In our test bed, a 92% translation correctness was achieved.

Keywords

Evolutionary Computing Natural Language Processing Local Grammars SQL 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Alexandre Afonso
    • 1
  • Leonardo Brito
    • 1
  • Oto Vale
    • 2
  1. 1.Escola de Engenharia Elétrica e de Computação-UFGGoiânia - GoiásBrazil
  2. 2.Departamento de Letras, UFSCarSão CarlosBrazil

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