The application of digital people in cultural and creative products in the context of artificial intelligence
DOI:
https://doi.org/10.56294/sctconf20251387Keywords:
Digital People, Cultural and Creative Products (CCP) Design, Penguin Search Malleable Decision Tree (PSO-MDT), Shape GrammarAbstract
Introduction: One of the most significant advancements in the contemporary creative sector is the integration of digital technologies and artificial intelligence (AI) in the design and development of cultural and creative products (CCP). It investigates the use of AI-driven digital technologies, focusing on their role in enhancing aesthetics, streamlining design processes, and improving user experiences in CCP.
Methods:The applies advanced AI methods, including the Penguin Search Optimization Malleable Decision Tree (PSO-MDT), and shape grammar techniques. Shape grammar is utilized to derive design guidelines for artistic and cultural objects, while MDT predicts the most suitable design elements for cultural products. The Intelligent Product System (IPS) is employed to optimize the design process for CCP.
Results: The demonstrates that optimized designs achieved through these AI methods exhibit scaling values approaching near-maximum levels, signifying improved aesthetic and functional outcomes. This validates the effectiveness of AI in enhancing cultural product designs.
Conclusions: The transformative potential of AI-driven digital technologies in fostering innovation within the creative sector. By emphasizing the application of advanced AI methodologies, it offers valuable insights into improving the aesthetic and practical attributes of CCP and guiding future developments in this field.
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