How to make a natural language interface to query databases accessible to everyone: An example


Autoria(s): Llopis, Miguel; Ferrández, Antonio
Contribuinte(s)

Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos

Procesamiento del Lenguaje y Sistemas de Información (GPLSI)

Data(s)

08/09/2014

08/09/2014

01/09/2013

Resumo

Natural Language Interfaces to Query Databases (NLIDBs) have been an active research field since the 1960s. However, they have not been widely adopted. This article explores some of the biggest challenges and approaches for building NLIDBs and proposes techniques to reduce implementation and adoption costs. The article describes {AskMe*}, a new system that leverages some of these approaches and adds an innovative feature: query-authoring services, which lower the entry barrier for end users. Advantages of these approaches are proven with experimentation. Results confirm that, even when {AskMe*} is automatically reconfigurable against multiple domains, its accuracy is comparable to domain-specific NLIDBs.

This research has been partially funded by the Valencia Government under Project PROMETEO/2009/119, and by the Spanish Government under Project Textmess 2.0 (TIN2009-13391-C04-01) and TIN2012-31224.

Identificador

Computer Standards & Interfaces. 2013, 35(5): 470-481. doi:10.1016/j.csi.2012.09.005

0920-5489 (Print)

1872-7018 (Online)

http://hdl.handle.net/10045/40119

10.1016/j.csi.2012.09.005

Idioma(s)

eng

Publicador

Elsevier

Relação

http://dx.doi.org/10.1016/j.csi.2012.09.005

Direitos

info:eu-repo/semantics/restrictedAccess

Palavras-Chave #Natural language interface #Relational database #Ontology extraction #Concept hierarchy #Query-authoring services #Lenguajes y Sistemas Informáticos
Tipo

info:eu-repo/semantics/article