Natural language explanation of SQL queries for database education
Data exists everywhere around us. However, despite the rise in dependency on relational databases, there still exists a fundamental limitation to being able to fetch data from them. This is because users are first required to comprehend convoluted structured query languages. As a result, there exist...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
Nanyang Technological University
2022
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/159539 |
| _version_ | 1826116284009414656 |
|---|---|
| author | Pow, Liang Hong |
| author2 | Sourav S Bhowmick |
| author_facet | Sourav S Bhowmick Pow, Liang Hong |
| author_sort | Pow, Liang Hong |
| collection | NTU |
| description | Data exists everywhere around us. However, despite the rise in dependency on relational databases, there still exists a fundamental limitation to being able to fetch data from them. This is because users are first required to comprehend convoluted structured query languages. As a result, there exist plenty of means to translate natural language to structured query languages. By contrast, there exists little research done in the opposite direction, from structured query language to natural language. This will be essential to aid users in understanding already written queries. To the best of my knowledge, this work is the first to focus on translating structured query language to natural language. This body of work presents an interface that allows users to perform translations from structured query language to natural language as opposed to the conventional natural language to structured query language translation. This helps users understand what each query does. |
| first_indexed | 2024-10-01T04:08:48Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/159539 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T04:08:48Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1595392022-06-23T05:39:34Z Natural language explanation of SQL queries for database education Pow, Liang Hong Sourav S Bhowmick School of Computer Science and Engineering ASSourav@ntu.edu.sg Engineering::Computer science and engineering::Data Data exists everywhere around us. However, despite the rise in dependency on relational databases, there still exists a fundamental limitation to being able to fetch data from them. This is because users are first required to comprehend convoluted structured query languages. As a result, there exist plenty of means to translate natural language to structured query languages. By contrast, there exists little research done in the opposite direction, from structured query language to natural language. This will be essential to aid users in understanding already written queries. To the best of my knowledge, this work is the first to focus on translating structured query language to natural language. This body of work presents an interface that allows users to perform translations from structured query language to natural language as opposed to the conventional natural language to structured query language translation. This helps users understand what each query does. Bachelor of Engineering Science (Computer Science) 2022-06-23T05:39:34Z 2022-06-23T05:39:34Z 2022 Final Year Project (FYP) Pow, L. H. (2022). Natural language explanation of SQL queries for database education. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/159539 https://hdl.handle.net/10356/159539 en SCSE21-0160 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering::Data Pow, Liang Hong Natural language explanation of SQL queries for database education |
| title | Natural language explanation of SQL queries for database education |
| title_full | Natural language explanation of SQL queries for database education |
| title_fullStr | Natural language explanation of SQL queries for database education |
| title_full_unstemmed | Natural language explanation of SQL queries for database education |
| title_short | Natural language explanation of SQL queries for database education |
| title_sort | natural language explanation of sql queries for database education |
| topic | Engineering::Computer science and engineering::Data |
| url | https://hdl.handle.net/10356/159539 |
| work_keys_str_mv | AT powlianghong naturallanguageexplanationofsqlqueriesfordatabaseeducation |