Innovative Design of Maonan Nuo Culture Integrating Extensible Semiotics and Artificial Intelligence Technology

YE Dehui; DAI Xiaorou

doi:10.19554/j.cnki.1001-3563.2025.22.022

PDF(7367 KB)

Packaging Engineering ›› 2025, Vol. 46 ›› Issue (22) : 233-243. DOI: 10.19554/j.cnki.1001-3563.2025.22.022

Industrial Design

Innovative Design of Maonan Nuo Culture Integrating Extensible Semiotics and Artificial Intelligence Technology

YE Dehui, DAI Xiaorou

Author information +

History +

Abstract

In response to the issue of cultural transmission discontinuity in the Maonan Nuo culture due to insufficient adaptability in recent years, the work aims to explore an innovative cultural design method to better inherit and develop the distinctive ethnic culture. Firstly, the Morris semiotics was combined with AI Agent applications to extract cultural characteristic vocabulary. The extensible semantics was used for evaluation to obtain the extensible interval values of characteristic words, so as to provide support for design theme intentions. Secondly, the extensible theory was combined with AIGC technology to construct a cultural symbol database, evaluate and select characteristic symbols through diagrammatic semantics, obtain a variety of extensible variation results, and carry out digital extension, so as to provide support for design inspiration intentions. Finally, by integrating design theme intentions and inspiration intentions, an AIGC technology-trained and tested micro-adjustment model for the crown pattern of the hat was used to output a series of design schemes, and the optimal solution was selected through an excellence evaluation method. A set of specific ethnic cultural innovative design processes with high efficiency, stability, and precision characteristics were formed, and the design practice of the Maonan Nuo mask crown pattern was verified, confirming the effectiveness and innovation of the process. This method can reduce the confusion and disorder in the design research process of extensible semiotics, effectively reduce the semantic data deviation in the integration process of ethnic culture design and technology, achieve more accurate control conditions for cultural and biological patterns, and obtain innovative design results that are more in line with cultural intentions and artistic expressiveness in a more efficient manner, which is conducive to promoting the inheritance and development of traditional ethnic culture.

Key words

extensible semiotics / Artificial Intelligence Agent (AI Agent) / Artificial Intelligence Generated Content (AIGC) / Maonan nuo culture

Cite this article

EndNote

Ris (Procite)

Bibtex

Download Citations

YE Dehui, DAI Xiaorou. Innovative Design of Maonan Nuo Culture Integrating Extensible Semiotics and Artificial Intelligence Technology[J]. Packaging Engineering. 2025, 46(22): 233-243 https://doi.org/10.19554/j.cnki.1001-3563.2025.22.022

References

[1] 罗兰·巴尔特. 符号学原理[M]. 李幼蒸, 译. 北京: 中国人民大学出版社, 2008.
BARTHES R.Elements de Semiologie[M]. LI Y Z, Translated. Beijing: China Renmin University Press, 2008.
[2] 段金娟, 李飞霞, 赵远. 基于可拓符号学的非遗衍生品设计方法研究[J]. 包装工程, 2020, 41(12): 93-98.
DUAN J J, LI F X, ZHAO Y.Design Method of Intangible Cultural Heritage Derivatives Based on Extension Semiotics[J]. Packaging Engineering, 2020, 41(12): 93-98.
[3] 曹权玺. 基于传统漏窗元素的现代家具设计[J]. 包装工程, 2022, 43(14): 264-271.
CAO Q X.Modern Furniture Design Based on Traditional Leaky Window Elements[J]. Packaging Engineering, 2022, 43(14): 264-271.
[4] 符晗, 车孟霞. 融入传统草编纹样基元的灯具设计研究[J]. 包装工程, 2023, 44(S1): 392-400.
FU H, CHE M X.Research on the Design of Lamps Incorporating Traditional Straw Pattern Elements[J]. Packaging Engineering, 2023, 44(S1): 392-400.
[5] 李敏, 张希望, 郝娅佩, 等. 基于可拓符号学和眼动实验的黄梅挑花再设计研究[J]. 包装工程, 2024, 45(10): 213-224.
LI M, ZHANG X W, HAO Y P, et al.Redesign of Huangmei Cross-Stitch Based on Topological Semiotics and Eye-Movement Experiments[J]. Packaging Engineering, 2024, 45(10): 213-224.
[6] 徐云, 章雅妮. 基于RIR-MOO与可拓符号学的茶山瑶族服饰元素家具产品设计研究[J]. 包装工程, 2024, 45(14): 374-383.
XU Y, ZHANG Y N.Design of the Furniture Product with Chashan Yao Costume Elements Based on RIR-MOO and Extended Semiotics[J]. Packaging Engineering, 2024, 45(14): 374-383.
[7] 卜立言, 穆德兰, 王茗申. 基于可拓语义分析的锡伯族图纹再生设计与应用研究[J]. 家具与室内装饰, 2023, 30(5): 5-11.
BU L Y, MU D L, WANG M S.Design and Application Research of the Xibe Pattern Based on Extension Semantics Analysis[J]. Furniture & Interior Design, 2023, 30(5): 5-11.
[8] 陈吉栋. 公私交融的人工智能法[J]. 东方法学, 2024(2): 63-75.
CHEN J D.The Fusion of the Public and Private Law in AI Law[J]. Oriental Law, 2024(2): 63-75.
[9] 陈氚, 李晓曼. 人工智能的决策替代与社会缓冲——以X智能电厂为例[J]. 社会学研究, 2024, 39(1): 156-179.
CHEN C, LI X M.Decision-Making Substitution by Artificial Intelligence and Its Social Buffering: A Case Study of the X Intelligent Power Plant[J]. Sociological Studies, 2024, 39(1): 156-179.
[10] 中国信息通信研究院. 人工智能生成内容(AIGC)白皮书(2022年)[EB/OL]. (2023-03-23) [2023-09-11]. http://www.caict.ac.cn/english/research/whitepapers/202211/P020221111501862950279.pdf.
China Academy of Information and Communications Technology. Artificial Intelligence Generated Content (AIGC) White Paper (2022)[EB/OL]. (2023-03-23) [2023-09-11]. http://www.caict.ac.cn/english/research/whitepapers/202211/P020221111501862950279.pdf.
[11] 赵文强, 臧欣慈. 皮尔斯符号学视域下AIGC对文创产品的设计探索[J]. 包装工程, 2024, 45(10): 116-126.
ZHAO W Q, ZANG X C.Design of Cultural and Creative Products Based on the Combination of Pierce Semiotics and AIGC[J]. Packaging Engineering, 2024, 45(10): 116-126.
[12] 范伟, 刘哲曦, 孟君梅, 等. 基于楚漆器凤鸟感性意象的家具形态设计研究[J]. 家具与室内装饰, 2024, 31(5): 24-29.
FAN W, LIU Z X, MENG J M, et al.Research on Furniture Form Design Based on the Perceptual Image of Chu Lacquerware Phoenix Bird[J]. Furniture & Interior Design, 2024, 31(5): 24-29.
[13] 杨京玲, 陈燕雯. 基于AIGC的桃花坞木版年画在家居设计中的创新应用研究[J]. 包装工程, 2024, 45(12): 465-473.
YANG J L, CHEN Y W.Innovative Application of AIGC-Based Taohuawu Woodcut New Year Paintings in Home Furnishing Design[J]. Packaging Engineering, 2024, 45(12): 465-473.
[14] 纪向宏, 夏宇滋. “非遗+AI” 模式下的湖南土特产包装创新设计[J]. 包装工程, 2024, 45(16): 301-312.
JI X H, XIA Y Z.Innovative Design of Hunan Local Product Packaging under the Mode of "Intangible Cultural Heritage + AI"[J]. Packaging Engineering, 2024, 45(16): 301-312.
[15] VERGANTI R, VENDRAMINELLI L, IANSITI M.Innovation and Design in the Age of Artificial Intelligence[J]. Journal of Product Innovation Management, 2020, 37(3): 212-227.
[16] 孙宇祥, 赵俊杰, 解宇轩, 等. 自生成兵棋AI: 基于大语言模型的双层Agent任务规划[J]. 控制与决策, 2024, 39(12): 3927-3936.
SUN Y X, ZHAO J J, XIE Y X, et al.Self Generated Wargame AI: Double Layer Agent Task Planning Based on Large Language Model[J]. Control and Decision, 2024, 39(12): 3927-3936.
[17] 杨涵棋, 巩淼森. 符号学视域下黄酒文化元素转译路径研究[J]. 包装工程, 2024, 45(22): 326-335.
YANG H Q, GONG M S.Translation Path of Rice Wine Cultural Elements from the Perspective of Semiotics[J]. Packaging Engineering, 2024, 45(22): 326-335.
[18] 吴玥, 陈香. 文化符号转译视角下传统食器创新设计研究[J]. 包装工程, 2023, 44(8): 331-338.
WU Y, CHEN X.Innovative Design of Traditional Food Utensil from the Perspective of Cultural Symbol Translation[J]. Packaging Engineering, 2023, 44(8): 331-338.
[19] 吴正存, 吴通, 敦晓荣. 基于可拓语义的澄城刺绣风格迁移设计方法研究[J]. 图学学报, 2023, 44(5): 1041-1049.
WU Z C, WU T, DUN X R.Research on Design Method of Chengcheng Embroidery Style Migration Based on Extension Semantics[J]. Journal of Graphics, 2023, 44(5): 1041-1049.
[20] 苏建宁, 鱼宝银, 李雄, 等. 意象驱动的产品造型智能设计方法[J]. 机械设计, 2024, 41(8): 115-120.
SU J N, YU B Y, LI X, et al.Image-Driven Product Modeling Intelligent Design Methodology[J]. Journal of Machine Design, 2024, 41(8): 115-120.
[21] 覃峥嵘. 民俗艺术原始思维在文创产品设计中的应用研究——以毛南族傩面为例[D]. 杭州: 中国美术学院, 2021: 31-35.
QIN Z R.Research on the Application of Primitive Thinking of Folk Art in the Design of Cultural and Creative Products—Taking Maonan Nuo Noodles as an Example[D]. Hangzhou: China Academy of Art, 2021: 31-35.
[22] 秦臻, 季铁, 刘芳, 等. 基于民族图案基元可拓语义的产品设计方法[J]. 计算机辅助设计与图形学学报, 2021, 33(10): 1595-1603.
QIN Z, JI T, LIU F, et al.The Method of Product Design Based on Extension Semantics of National Pattern Primitives[J]. Journal of Computer-Aided Design & Computer Graphics, 2021, 33(10): 1595-1603.
[23] 孙远志, 马凯莹. 可拓语义下汉代铜镜纹样的创新设计研究[J]. 包装工程, 2024, 45(12): 395-403.
SUN Y Z, MA K Y.Innovative Design of Bronze Mirror Pattern of the Han Dynasty under Extended Semantics[J]. Packaging Engineering, 2024, 45(12): 395-403.
[24] 胡珊, 贾琦, 王雨晴, 等. 基于眼动实验和可拓语义的传统文化符号再设计研究[J]. 装饰, 2021(8): 88-91.
HU S, JIA Q, WANG Y Q, et al.Redesign Research of Traditional Cultural Symbols Based on Eye-Movement Experiments and Extensible Semantics[J]. Zhuangshi, 2021(8): 88-91.
[25] 黄晨子. 毛南族傩面具品牌化设计研究[D]. 北京: 北京服装学院, 2015: 22-28.
HUANG C Z.Research on the Brand Design of Maonan Nuo Masks[D]. Beijing: Beijing Institute of Fashion Technology, 2015: 22-28.
[26] WANG Y L, XI Y C, LIU X X, et al.Exploring the Dual Potential of Artificial Intelligence-Generated Content in the Esthetic Reproduction and Sustainable Innovative Design of Ming-Style Furniture[J]. Sustainability, 2024, 16(12): 5173.