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Methodology for exploiting AI as a tool for learning programming languages

  • Kitty Urbano
  • , Grisi Bernardo
  • , Wilver Auccahuasi
  • , Sandra Meza
  • , Percy Castro-Mejia
  • , Maria Peña-Romero
  • , Luis Peña-Romero
  • , Aly Auccahuasi
  • Universidad Científica del Sur
  • Universidad Norbert Wiener
  • Universidad de San Martín de Porres
  • Universidad de Lima
  • Universidad de Ingeniería y Tecnología

Producción científica: Contribución a una revistaArtículo de la conferenciarevisión exhaustiva

Resumen

Artificial intelligence is being used in many tasks, one of the main activities is the generation of source code for programming tasks, in the development of the article develop the main activities related to the generation of code, such as the creation of user interfaces, source code in different languages, database code, functionality reviews, for which use LLM tools where the main tool is CHATGPT, analyze with evidence found in journals in scientific publications, the approach analyzes the main uses of LLM models in the professional field as well as in the application in education, where the impact is affecting teachers as well as students, mainly in courses related to the teaching of programming languages, in the results present the main areas where it is applied, as well as the considerations to be able to optimize this process, concluding that the main tool is CHATGPT, which is presented in most of the studies reviewed, which shows that AI is being used as a source code generator.

Idioma originalInglés
Páginas (desde-hasta)3094-3101
Número de páginas8
PublicaciónProcedia Computer Science
Volumen283
DOI
EstadoPublicada - 2026
Evento4th international conference on Machine Learning and Data Engineering, ICMLDE 2025 - Dehradun, India
Duración: 6 nov. 20258 nov. 2025

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