A domain independent natural language interface to databases capable of processing complex queries

Rodolfo A.Pazos Rangel, O. Joaquín Pérez, B. Juan Javier González, Alexander Gelbukh, Grigori Sidorov, J. Rodríguez M. Myriam

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14 Citas (Scopus)

Resumen

We present a method for creating natural language interfaces to databases (NLIDB) that allow for translating natural language queries into SQL. The method is domain independent, i.e., it avoids the tedious process of configuring the NLIDB for a given domain. We automatically generate the domain dictionary for query translation using semantic metadata of the database. Our semantic representation of a query is a graph including information from database metadata. The query is translated taking into account the parts of speech of its words (obtained with some linguistic processing). Specifically, unlike most existing NLIDBs, we take seriously auxiliary words (prepositions and conjunctions) as set theory operators, which allows for processing more complex queries. Experimental results (conducted on two Spanish databases from different domains) show that treatment of auxiliary words improves correctness of translation by 12.1%. With the developed NLIDB 82of queries were correctly translated (and thus answered). Reconfiguring the NLIDB from one domain to the other took only ten minutes.

Idioma originalInglés
Título de la publicación alojadaMICAI 2005
Subtítulo de la publicación alojadaAdvances in Artificial Intelligence - 4th Mexican International Conference on Artificial Intelligence, Proceedings
Páginas833-842
Número de páginas10
DOI
EstadoPublicada - 2005
Evento4th Mexican International Conference on Artificial Intelligence, MICAI 2005 - Monterrey, México
Duración: 14 nov. 200518 nov. 2005

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen3789 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia4th Mexican International Conference on Artificial Intelligence, MICAI 2005
País/TerritorioMéxico
CiudadMonterrey
Período14/11/0518/11/05

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