A natural language interface of thorough coverage by concordance with knowledge bases

One of the critical problems in natural language interfaces is the discordance between the expressions covered by the interface and those by the knowledge base. In the graph-based knowledge base such as an ontology, all possible queries can be prepared in advance. As a solution of the discordance problem in natural language interfaces, this paper proposes a method that translates a natural language query into a formal language query such as SPARQL. In this paper, a user query is translated into a formal language by choosing the most appropriate query from the prepared queries. The experimental results show a high accuracy and coverage for the given knowledge base. Author Keywords natural language interface, knowledge base, ontology, knowledge concordance ACM Classification Keywords H.5.2 Information Interfaces and Presentation: User Interfaces—Natural Language General Terms Algorithms, Experimentation

• Type: Conference
• Year: 2010
• Where: IUI
• Authors: Yong-Jin Han, Tae-Gil Noh, Seong-Bae Park, Se-Young Park, Sang-Jo Lee
• Keywords: Formal Language Query, IUI 2010, Natural Language Interfaces, Natural Language Query, Software Engineering