摘要
目的针对中国的设计现状,通过探索现有产品的设计评价体系是否适切于人工智能产品,能够为人工智能产品的设计及评价研究提供一个更完整的视角。方法以对比分析为主要研究手段。探析产品和人工智能产品的核心理念,分析两者之间的区别,为研究主体定性;针对产品和人工智能产品的设计评价展开数据计量分析,了解2个领域的研究热点与发展趋势;剖析人工智能、人工智能产品和人工智能产品设计评价的现存问题和发展演进,从历史角度梳理阶段性研究成果并展开热点评述,进一步定义人工智能产品的设计评价热点前沿与发展趋势;综合所有分析结果共同定位现有产品的设计评价体系对人工智能产品设计评价的适切度。结果论述了人工智能产品设计评价的重要作用,梳理了现存理论与方法,定位了发展程度,预测了未来的研究重点和发展方向,为构建更加科学、客观且适切的人工智能产品的设计评价体系提供了理论依据。有助于把控生成产品的质量,提高产品应用落地率,使之与研发投入保持相互平衡的状态,同时可反向助力于优化人工智能的算法和技术。结论综合基本逻辑的区别探析、数据计量分析和发展演进研究的结果,论证了中国现有产品的设计评价体系与人工智能产品的设计评价体系是部分适切的关系,因此人工智能产品的设计评价体系研究与构建不能完全移植产品设计评价的研究成果,需要在部分借鉴与参考现有成果的基础之上展开以人工智能产品特殊性为核心的针对性研究,进而构建成熟的人工智能产品的设计评价体系。
The work aims to provide a more complete perspective for the design and evaluation of AI products by ex-ploring whether the existing product design evaluation system is suitable for AI products in view of the current design situation in China.Comparative analysis was used as the main research method.First of all,the core concepts of the product and AI product were explored,and the difference between the both was analyzed.Secondly,data econometric analysis was carried out on the design evaluation of products and AI products to understand the research hot spot and de-velopment trend of the two fields.Thirdly,the existing problems and evolution of AI,AI products and AI product design evaluation were analyzed.The historical perspective was used to sort out the phased research results and launch hot comments to further define the hot frontier and development trend of AI product design evaluation.Finally,all the analy-sis results were integrated to determine the suitability of the existing product design evaluation system to the design evaluation of AI products.The important role of design evaluation of AI products was discussed,the existing theories and methods were sorted out,the development degree was positioned and the future research focus and development direction were predicted,which provided a theoretical basis for building a more scientific,objective and appropriate design evalua-tion system of AI products,and then helped to control the quality of generated products,increase the product adoption rates in balance with R&D investment and optimize the AI algorithms and technologies in reverse.Based on the results of basic logic analysis,data econometric analysis and development evolution research,the relationship between the existing product design evaluation system in China and the design evaluation system of AI products is demonstrated.Therefore,the research and construction of the design evaluation system of AI products can not completely transplant the research results of product design evaluation and it is necessary to carry out targeted research with the particularity of AI products as the core on the basis of partial reference and reference to build a mature design evaluation system of AI products.
作者
陈国强
徐丽
于雷
涂伟龙
杨智文
CHEN Guo-qiang;XU Li;YU Lei;TU Wei-long;YANG Zhi-wen(Yanshan University,Hebei Qinhuangdao 066000,China)
出处
《包装工程》
CAS
北大核心
2023年第12期16-28,117,I0003,共15页
Packaging Engineering
基金
国家社会科学基金艺术学项目(21BG125)。
关键词
设计评价
人工智能产品
数据计量分析
发展演进
design evaluation
AI products
data econometric analysis
development evolution
