人工智能转译传统美术图案的公众情感认知解构  

Public Emotional and Cognitive Deconstruction of Traditional Art Patterns Translated by Artificial Intelligence

作　　者：于雷[1] 冯鑫 彭文博 陈国强[1] YU Lei;FENG Xin;PENG Wen-bo;CHEN Guo-qiang(Yanshan University,Hebei Qinhuangdao 066000,China;School of Management,Shijiazhuang Tiedao University,Shijiazhuang 050043,China)

机构地区：[1]燕山大学,河北秦皇岛066000 [2]石家庄铁道大学管理学院,石家庄050043

出　　处：《包装工程》2023年第12期68-76,共9页Packaging Engineering

基　　金：2020年河北省社会科学基金项目(HB20YS016)。

摘　　要：目的人工智能的发展逐渐渗透到人文艺术领域,其中智能辅助艺术创作引领了学科领域发展新趋势,人工智能(AI)与传统美术图案的结合为传统美术的创新与传承带来了新的活力。研究对公众如何认知经由人工智能转译后的传统美术图案及影响此类认知的主要因素。方法研究运用人工智能图像转译技术,将6幅中国传统艺术图案进行风格迁移和重构,并以网上问卷调查的方式,收集355名受试者对原图案和转译图案的情感评价与审美理解,进而对公众的认知结构进行解构与分析。讨论研究发现,公众对经由人工智能转译后的传统美术图案的风格契合度的情感认知路径是多元复杂的,其涉及美感、色彩、愉悦、工艺、构图等多重元素的因素组合。结论公众对人工智能转移后的美术图案的情感认知,除了现有研究所侧重的色彩与纹理等因素,生成图案的整体感以及其展现的情绪色彩也能够对公众契合度认知产生核心影响。The evolution of artificial intelligence has gradually made its way into the realm of humanities and arts.In particular,AI-assisted art creation leads the new trend of discipline development,and the combination of artificial intelli-gence(AI)and traditional art patterns brings new vitality to the innovation and inheritance of traditional art.The work aims to study how the public perceives the traditional art patterns translated by AI and the main factors influencing such cognition.AI image translation technology was used to perform style transfer and reconstruction on six traditional Chi-nese art patterns.Then,the emotional and aesthetic evaluations were collected from 355 participants through an online survey to deconstruct and analyze the public's cognitive structures.The results revealed that the emotional cognition of the public regarding the stylistic harmony of traditional art patterns translated through AI was multifaceted and complex.It encompassed a combination of factors,including aesthetic appeal,color,enjoyment,craftsmanship,composition,and other elements.For the public's emotional cognition of art patterns translated by AI,in addition to the factors of color and texture that previous studies have emphasized,the overall impression of the generated patterns and the emotions they evoke also play a vital role in shaping the public's cognition of congruence.

关 键 词：人工智能 传统美术图案 神经网络 情感认知 情感设计 

分 类 号：J516[艺术—艺术设计]