ChatbotSQL: Conversational agent to support relational database query language learning
SQL is a key programming language for data scientists, but its learning is sometimes challenging, especially if the learner does not have a proper computer science background. This article introduces ChatbotSQL, a conversational agent that aims to support the autonomous learning of the SQL language...
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| Published in | SoftwareX Vol. 22; p. 101346 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.05.2023
Elsevier |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2352-7110 2352-7110 |
| DOI | 10.1016/j.softx.2023.101346 |
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| Abstract | SQL is a key programming language for data scientists, but its learning is sometimes challenging, especially if the learner does not have a proper computer science background. This article introduces ChatbotSQL, a conversational agent that aims to support the autonomous learning of the SQL language for database querying. ChatbotSQL proposes exercises and guides about the steps to be taken by the learner in case of doubts, providing customised feedback. ChatbotSQL has been created on top of IBM Watson Assistant and is available in a web platform. Students in a higher education database subject used ChatbotSQL extensively, showing a positive perception of its usefulness in supporting the resolution of complex queries. |
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| AbstractList | SQL is a key programming language for data scientists, but its learning is sometimes challenging, especially if the learner does not have a proper computer science background. This article introduces ChatbotSQL, a conversational agent that aims to support the autonomous learning of the SQL language for database querying. ChatbotSQL proposes exercises and guides about the steps to be taken by the learner in case of doubts, providing customised feedback. ChatbotSQL has been created on top of IBM Watson Assistant and is available in a web platform. Students in a higher education database subject used ChatbotSQL extensively, showing a positive perception of its usefulness in supporting the resolution of complex queries. |
| ArticleNumber | 101346 |
| Author | Balderas, Antonio Palomo-Duarte, Manuel Muñoz, Andrés Dodero, Juan Manuel Cabrera, Juan Francisco Pérez-Mercado, Rubén |
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| Cites_doi | 10.1016/j.softx.2020.100421 10.1016/j.caeai.2021.100033 10.14778/3415478.3415526 10.1186/s41239-021-00302-w 10.1109/COMPSAC51774.2021.00028 10.30534/ijeter/2020/67872020 10.1007/s10209-010-0209-5 10.5171/2019.121518 10.1109/FIE.2018.8659282 10.1109/EDUCON52537.2022.9766567 10.1145/2839509.2844560 10.1177/0735633120952067 |
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| Title | ChatbotSQL: Conversational agent to support relational database query language learning |
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