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ChatbotSQL: Conversational agent to support relational database query language learning

Rubén Pérez-Mercado, Antonio Balderas, Andrés Muñoz, Juan-Francisco Cabrera-Sánchez, Manuel Palomo‐Duarte, Juan Manuel Dodero

2023SoftwareX18 citationsDOIOpen Access PDF

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.

Topics & Concepts

Computer scienceSQLData definition languageRelational databaseIBMWorld Wide WebProgramming languageNatural language processingArtificial intelligenceDatabaseNanotechnologyMaterials scienceAI in Service InteractionsE-Learning and Knowledge ManagementOnline Learning and Analytics
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