TY - JOUR
T1 - Methodology for exploiting AI as a tool for learning programming languages
AU - Urbano, Kitty
AU - Bernardo, Grisi
AU - Auccahuasi, Wilver
AU - Meza, Sandra
AU - Castro-Mejia, Percy
AU - Peña-Romero, Maria
AU - Peña-Romero, Luis
AU - Auccahuasi, Aly
N1 - Publisher Copyright:
© 2026 The Authors.
PY - 2026
Y1 - 2026
N2 - 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.
AB - 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.
KW - development
KW - error
KW - modeling
KW - Programming
KW - validation
UR - https://www.scopus.com/pages/publications/105046080667
U2 - 10.1016/j.procs.2026.06.375
DO - 10.1016/j.procs.2026.06.375
M3 - Conference article
AN - SCOPUS:105046080667
VL - 283
SP - 3094
EP - 3101
JO - Procedia Computer Science
JF - Procedia Computer Science
T2 - 4th international conference on Machine Learning and Data Engineering, ICMLDE 2025
Y2 - 6 November 2025 through 8 November 2025
ER -