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Published in:
2011 | OriginalPaper | Chapter
A Natural Language Interface Based on Machine Learning Approach
Authors : Himanshu Sharma, Neeraj Kumar, Govind K. Jha, K. G. Sharma
Published in: Trends in Network and Communications
Publisher: Springer Berlin Heidelberg
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This paper deals with natural language interface which accepts a query in natural language and provide answers in the textual form. The paper presents an interface module that converts user’s query given in natural language into a corresponding database command. The idea of using natural language instead of SQL has prompted the development of new type of processing method called Natural Language Interface to Database systems (NLIDB). This paper proposes a machine learning approach that replaces previously used approaches based mainly on semantic analysis. The learning interface learns the correct mapping of user’s query to corresponding database command based on past data collected.