| 周楚轶,柴春雷,杨程.人工智能辅助设计迭代研究——以平面设计为例[J].包装工程,2021,42(18):50-62. |
| 人工智能辅助设计迭代研究——以平面设计为例 |
| Artificial Intelligence Augmented Design Interation Support:Take Graphic Design for Example |
| 投稿时间：2021-06-14 |
| DOI：10.19554/j.cnki.1001-3563.2021.18.007 |
| 中文关键词: 平面设计 设计迭代 人工智能 设计智能 |
| 英文关键词: ion in Textual Stimuli[J]. Proceedings of the 2nd International Conference on Design Creativity, 2012(1):23. |
| 基金项目:浙江省哲学社会科学规划课题“基于传统手工技艺的文化产品设计研究”(20NDQN320YB) |
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| 中文摘要: |
| 目的 设计是一个创新、开放、迭代的过程，旨在解决问题。设计思维迭代研究得到了学术界的广泛关注，然而关于如何改进设计思维迭代效果的研究还处于起步阶段。方法 随着人工智能(AI)2.0的出现和深度学习的不断发展，计算机开始具有新的创造能力，并在设计中发挥重要作用。本研究探索了在人工智能辅助下设计思维的迭代过程和迭代效果，以平面设计为例，提出了人工智能辅助设计迭代的认知编码系统。结果 通过对实验数据的分析，发现了人工智能辅助可以提高平面设计迭代中认知活动的频率，最终可以提高设计的流畅度和设计成果的风格化。结论 人工智能在辅助设计迭代中呈现了巨大的潜力，相关的研究不仅可以帮助改进设计教育而且可以给产业提供助力。 |
| 英文摘要: |
| Design is an innovative, open, iterative process that aims at problem-solving. While the importance of mental iteration has received extensive academic attention, there are little research on how to improve mental iteration in design process. With the emergence of artificial intelligence (AI) 2.0 and the continuous development of deep learning, computers are beginning to have new creative capabilities and play an important role in design. This paper explores the iterative process and iterative effect of design thinking with the assistance of AI, and proposes a cognitive coding system for AI-assisted design iteration with graphic design as an example. Through the analysis of experimental data, the results indicate AI augment could increase the frequency of cognitive activity in graphic design iterations and improve the designers’ performance in fluency and stylization. AI shows great potential in aided design iteration. The related research can help improve not only design education but also provide a boost to industry. |
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