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Ranking the art design and applications of artificial intelligence and machine learning.

Authors :
Xu, Yandong
Nazir, Shah
Source :
Journal of Software: Evolution & Process. Feb2024, Vol. 36 Issue 2, p1-11. 11p.
Publication Year :
2024

Abstract

Art design is a method of conveying human feelings and emotions, particularly via the use of visual structures such as paintings or sketches. Every element of our life, including arts and crafts, has been positively affected by the introduction of novel technologies such as artificial intelligence (AI) and machine learning (ML). In today's modern environment, these technologies have altered the techniques of art creation, consumption, and distribution. In today's environment, ML and human emotions are the two most important aspects for interactive and high‐quality art design. Whereas traditional learning systems can be extremely effective in the teaching and learning process of art‐related subjects, AI and ML can be very effective in the teaching and learning process of art‐related subjects for the advancement of learners' artistic skills. The productive and active role of AI and ML in the developments and advancements of art design has been given a very comprehensive and detailed overview in this study. Following a detailed examination of the existing techniques, distinct characteristics have been identified. Six of the most widely utilized features were chosen from the literature to execute the analytical hierarchy process (AHP). For ranking the options based on the weights derived by AHP, the TOPSIS algorithm is used. The option with the best performance came in first, whereas the one with the worst performance came in last. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20477473
Volume :
36
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Software: Evolution & Process
Publication Type :
Academic Journal
Accession number :
175417726
Full Text :
https://doi.org/10.1002/smr.2486