dc.description.abstract |
"
Data is the heart of the decision making process in every business, every organization, every
government office. But at the same time working with data stored in the databases is very time
consuming and requires special technical skills like Structured Query Language (SQL).
Mainly, SQL is used to communicate with relational databases. It is an identical problem that
the non-technical people facing difficulties while retrieving data from the databases. In Sri
Lanka, the literary of English language is very low because the native language of the people
is Sinhala, who constitute nearly 70 percent of Sri Lanka’s population, which equivalents
thirteen million people. As a result, the demand for Sinhala language, as opposed to English
language, is high. A considerable amount of e-governance applications in Sri Lanka use
databases. Therefore, to manipulate data from such database applications easily, non-technical
users who are more confident with the Sinhala language, need a solution to agrees with a
simple sentence in Sinhala and generate a valid SQL query.
Due complexity of the structure of Sinhala than English, a few amounts of studies have been
accompanied in the field of developing natural language interfaces for databases. Therefore,
literature analysis exposes, that there is a solid research gap in the field of generating formal
SQL queries using Sinhala natural language sentences. Based on the literature review, there is
no comprehensive tool or past work regarding this proposed research topic.
In this paper, author discusses the architecture of a system which translate Sinhala sentence
into SQL query using intermediate representation based approach. The implemented system is
able to get the input in Sinhala language and provide the results in same language.
The suggested solution, SQLFinder provides novel and user-friendly way to access relational
databases. It was designed, implemented and tested according to establish testing criteria
before being evaluated. This solution can be considered as a successful study based on the
gained accuracy and precision rates.
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en_US |