International Journal of Scientific Research and Engineering Development( International Peer Reviewed Open Access Journal ) ISSN [ Online ] : 2581 - 7175 |
Converting Natural Language Query to SQL Query
International Journal of Scientific Research and Engineering Development (IJSRED) | ||
Published Issue : Volume-3 Issue-5 | ||
Year of Publication : 2020 | ||
Unique Identification Number : IJSRED-V3I5P49 | ||
Authors : Buddhaditya Rath | ||
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Abstract :
This project aims to develop a system which converts a natural language statement into SQL query to retrieve information from respective database. The natural language input statement taken from the user is passed through various Open NLP natural language processing techniques like Tokenization, Parts of Speech Tagging, Stemming and Lemmatization to get the statement in the desired form. The statement is further processed to extract the type of query. The final query is generated by converting the basic and condition clauses to their query form and then concatenating the condition query to the basic query. Currently, the system works only with Oracle SQL database.We investigate avenues of using natural English utterances - sentence or sentence fragments - to extract data from an SQL, a narrower inspection of the broader natural language to machine language problem. We intend to contribute to the goal of a robust natural language to data retrieval system.