人工智能技术在平面设计中的应用和影响:批判性解释综述。

IF 3.4 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Heliyon Pub Date : 2024-11-04 eCollection Date: 2024-11-15 DOI:10.1016/j.heliyon.2024.e40037
Hong Li, Tao Xue, Aijia Zhang, Xuexing Luo, Lingqi Kong, Guanghui Huang
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引用次数: 0

摘要

在平面设计领域,人工智能(AI)的应用正在重塑设计流程。本研究采用批判性解释综合法(CIS)来探讨人工智能对平面设计的影响和挑战。通过对 33 篇论文的全面回顾,本研究揭示了人工智能在平面设计中的四种研究范式:人工智能驱动的设计自动化和生成(AIDAG)、人工智能辅助平面设计和图像处理(AGDIP)、艺术和创意设计过程中的人工智能(AACDP)以及人工智能增强视觉注意力和情感反应建模(AVERM)。这些范例展示了人工智能在设计中的多维作用,从自动化到情感互动。研究结果表明,人工智能具有双重作用,既是设计工具,也是创新媒介。人工智能不仅能提高设计过程的自动化和效率,还能促进设计师的创造性思维和对用户情感需求的理解。本研究还提出了四种范式在平面设计过程中的应用路径,为未来的设计工作流程提供了有效的设计思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The application and impact of artificial intelligence technology in graphic design: A critical interpretive synthesis.

In the field of graphic design, the application of Artificial Intelligence (AI) is reshaping the design process. This study employs the Critical Interpretive Synthesis (CIS) approach to explore the impacts and challenges of AI on graphic design. Through a comprehensive review of 33 papers, this research reveals four research paradigms of AI in graphic design: Artificial Intelligence Driven Design Automation and Generation (AIDAG), Artificial Intelligence Assisted Graphic Design and Image Processing (AGDIP), Artificial Intelligence in Art and Creative Design Processes (AACDP), and Artificial Intelligence Enhanced Visual Attention and Emotional Response Modeling (AVERM). These paradigms demonstrate the multidimensional role of AI in design, ranging from automation to emotional interaction. The findings suggest that AI serves a dual role as both a design tool and a medium for innovation. AI not only enhances the automation and efficiency of the design process but also fosters designers' creative thinking and understanding of users' emotional needs. This study also proposes a path for the application of the four paradigms in the graphic design process, providing effective design ideas for future design workflows.

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来源期刊
Heliyon
Heliyon MULTIDISCIPLINARY SCIENCES-
CiteScore
4.50
自引率
2.50%
发文量
2793
期刊介绍: Heliyon is an all-science, open access journal that is part of the Cell Press family. Any paper reporting scientifically accurate and valuable research, which adheres to accepted ethical and scientific publishing standards, will be considered for publication. Our growing team of dedicated section editors, along with our in-house team, handle your paper and manage the publication process end-to-end, giving your research the editorial support it deserves.
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