Generative Artificial Intelligence Use in Optimising Software Engineering Process: A Systematic Literature Review
15 sie 2024
O artykule
Data publikacji: 15 sie 2024
Zakres stron: 68 - 77
Otrzymano: 07 kwi 2024
Przyjęty: 12 lip 2024
DOI: https://doi.org/10.2478/acss-2024-0009
Słowa kluczowe
© 2024 Uldis Karlovs-Karlovskis et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Generative AI is only a few years old but already being applied in Software Engineering (SE). This literature review examines the most popular SE sub-fields of such cases and research methods that are typically used. 117 studies starting from 2020 have been assessed, and literature review has shown that the most active research is ongoing in the code generation area. It is not clearly defined by researchers, but the majority of the methods can be assumed as experiments. It is concluded that researchers often do not define the used research method with exclusions such as literature review or opinion survey. However, different validation methods are highly valued and applied thoroughly.