Transforming Creative Process: A Systematic Literature Review of Discourse on <scp>AI</scp> Image Generators

ABSTRACT AI image generator, also known as Text‐to‐image generation (TTIG) technology, allows users to generate images based on natural language input. With advancements in AI, debates related to its application in the creative field have flourished. A systematic literature review was conducted to examine discourse that addresses the perception of people in the creative industry towards AI image generators and the impact of AI image generators on these individuals. The analysis of discourse revealed four major categories: 1) Evaluation of product or outcome of AI; 2) Impact of AI on practitioners/artists; 3) Impact of AI on creative industry and society; 4) Capabilities of AI technology. These findings provide insights into the areas of interest within AI image generator discussions on creative activity.

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Publication Details

Journal
Proceedings of the Association for Information Science and Technology
Published
2024-10-01
DOI
https://doi.org/10.1002/pra2.1162
Citations
1
Primary Topic
Creativity in Education and Neuroscience
Type
article
Field-Weighted Citation Impact
0.51
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article

Transforming Creative Process: A Systematic Literature Review of Discourse on AI Image Generators

Manman Luo, Hyun Seung Lee
1 citations
Proceedings of the Association for Information Science and Technology
Creativity in Education and Neuroscience
0.51
article

Transforming Creative Process: A Systematic Literature Review of Discourse on AI Image Generators

Manman Luo, Hyun Seung Lee
article en
1 citations

Abstract

ABSTRACT AI image generator, also known as Text‐to‐image generation (TTIG) technology, allows users to generate images based on natural language input. With advancements in AI, debates related to its application in the creative field have flourished. A systematic literature review was conducted to examine discourse that addresses the perception of people in the creative industry towards AI image generators and the impact of AI image generators on these individuals. The analysis of discourse revealed four major categories: 1) Evaluation of product or outcome of AI; 2) Impact of AI on practitioners/artists; 3) Impact of AI on creative industry and society; 4) Capabilities of AI technology. These findings provide insights into the areas of interest within AI image generator discussions on creative activity.

Proceedings of the Association for Information Science and TechnologyVol. 61(1)
University of Wisconsin–Milwaukee (US)
Openalex Percentile: Top 29%
Creativity in Education and Neuroscience
0.51
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