The Extraction of Cultural Genes in the Generation Design 
of Intangible Cultural Heritage under Digital Humanities
-- Take the Yi Ethnic Silver Jewelry as an Example

Jinsi Zhang; Xi Wu; Jing Pu; Lige Tong

doi:10.70711/rcha.v3i11.8406

The Extraction of Cultural Genes in the Generation Design of Intangible Cultural Heritage under Digital Humanities -- Take the Yi Ethnic Silver Jewelry as an Example

Jinsi Zhang, Xi Wu, Jing Pu, Lige Tong

Abstract

With the deepening integration of digital humanities and advancements in generative artificial intelligence, the preservation and innovative design of intangible cultural heritage (ICH) are undergoing paradigm shifts. This paper examines Yi ethnic silver ornaments as a case
study to review recent research on extracting cultural genes and generative design in ICH. First, it outlines the multimodal and knowledgebased perspectives provided by digital humanities for ICH studies. Second, it analyzes the theoretical implications and extraction methodologies of cultural genes in digital ICH, with particular emphasis on multimodal data fusion and knowledge graph applications. Third, it explores
how generative models incorporate cultural constraints to generate pattern designs. Finally, the paper summarizes current research progress
and limitations while proposing future research directions.

Keywords

Generative AI; Intangible cultural heritage patterns; Cultural gene extraction; Generative adversarial network

Full Text:

PDF

Included Database

References

[1] Lu Jingtian. (2015). Innovative Design of Traditional Crafts and Cultural Heritage. Decoration, (8), 3235.

[2] Wang Xiaoming, Li Hua. (2020). A deep learning-based method for generating ethnic patterns. Journal of Computer-Aided Design and

Graphics, 32(5), 789797.

[3] Zhang Lei, Liu Fang. (2019). Construction of Knowledge Graph of Intangible Cultural Heritage from the Perspective of Digital Humanities. China Library Journal, 45(3), 88101.

[4] Zhao Gang, Chen Jing. (2018). Cultural Semiotic Analysis of Yi Ethnic Silver Ornament Patterns. Journal of Ethnic Art Studies, 31(2),

4552.

[5] Alivizatou, M. Alivizatou, M. (2012). Intangible heritage and the museum: New perspectives on cultural preservation. Left Coast Press.

[6] Burdick, A., Drucker, J., Lunenfeld, P., Presner, T., & Schnapp, J.Burdick, A., Drucker, J., Lunenfeld, P., Presner, T., & Schnapp, J. (2012).

Digital_humanities. MIT Press.

[7] Kress, G., & van Leeuwen, T. (2006). Reading images: The grammar of visual design(2nd ed.). Routledge.

[8] Mirza, M., & Osindero, S.Mirza, M., & Osindero, S. (2014). Conditional generative adversarial nets. arXiv preprint. https://arxiv.org/

abs/1411.1784

DOI: http://dx.doi.org/10.70711/rcha.v3i11.8406

Refbacks

There are currently no refbacks.