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Visual Design Process in the Era of Artificial Intelligence: Research on the Design Framework of Human-AI Collaboration in Branding Design

  • Hanting Zhang
  • , Zhiyu Zhao*
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

This research explores the feasibility of human-AI collaboration in branding design and its impact on the design process. The study proposes a Design Collaboration Optimization (DCO) framework based on human-AI collaboration, validating its effectiveness through the CRUSH brand design case study, associated surveys, and visual analysis. Results indicate that the human-AI collaborative approach excels in branding design’s early and middle stages, rapidly stimulating creativity through data analysis and image generation while significantly improving design efficiency. Human-AI collaboration helps designers better visualize design concepts during the discovery and creation phases, providing valuable collaborative methods. Through this new form of cooperation, effective partnerships between humans and artificial intelligence enhance design efficiency and offer designers broader perspectives and creative possibilities.

源语言英语
主期刊名Design, User Experience, and Usability - 14th International Conference, DUXU 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Proceedings
编辑Martin Schrepp
出版商Springer Science and Business Media Deutschland GmbH
页118-134
页数17
ISBN(印刷版)9783031932359
DOI
出版状态已出版 - 2025
活动14th International Conference on Design, User Experience, and Usability, DUXU 2025, held as part of the 27th HCI International Conference, HCII 2025 - Gothenburg, 瑞典
期限: 22 6月 2025 → 27 6月 2025

丛书

姓名Lecture Notes in Computer Science
卷15799 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议14th International Conference on Design, User Experience, and Usability, DUXU 2025, held as part of the 27th HCI International Conference, HCII 2025
国家/地区瑞典
市Gothenburg
时期22/06/25 → 27/06/25

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