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Exploring the Impact of AI-Generated Images on Political News Perception and Understanding

Authors
Park, SohyunPark, SomeenKim, JaehoonHan, Kyungsik
Issue Date
Nov-2024
Publisher
Association for Computing Machinery
Keywords
image generation; journalism; political news; text-to-image ai
Citation
Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW, pp 565 - 571
Pages
7
Indexed
SCOPUS
Journal Title
Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW
Start Page
565
End Page
571
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/206459
DOI
10.1145/3678884.3681907
Abstract
In political news articles, images play an important role in conveying news content and attracting readers' attention. As image generation technology has been developed and its use has increased, this study investigated the effect of image generation of political news articles on readers' perception and response to the articles. We first examined the primary elements that characterize political news articles and used the latest text-to-image model with these elements to generate images appropriate for liberal/conservative media articles. The results of the user study with 102 participants showed that the generated images reflected the content of the articles better than the original images and facilitated the understanding of the articles. In particular, conservative participants preferred generated images in factual reports, and liberal participants preferred generated images in biased reports, suggesting a careful consideration of the use of generated images in information delivery. Our study opens up new possibilities for the use of AI in journalism, where providing fair and clear information to readers and reducing political polarization is important.
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