Data-driven design: the new challenges of digitalization on product design and development

IF 1.8 Q3 ENGINEERING, MANUFACTURING
Design Science Pub Date : 2020-11-05 DOI:10.1017/dsj.2020.25
M. Cantamessa, F. Montagna, S. Altavilla, Alessandro Casagrande-Seretti
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引用次数: 31

Abstract

Abstract Digitalization and the momentous role being assumed by data are commonly viewed as pervasive phenomena whose impact is felt in all aspects of society and the economy. Design activity is by no means immune from this trend, and the relationship between digitalization and design is decades old. However, what is the current impact of this ‘data revolution’ on design? How will the design activity change? What are the resulting research questions of interest to academics? What are the main challenges for firms and for educational institutions having to cope with this change? The paper provides a comprehensive conceptual framework, based on recent literature and anecdotal evidence from the industry. It identifies three main streams: namely the consequences on designers, the consequences on design processes and the role of methods for data analytics. In turn, these three streams lead to implications at individual, organizational and managerial level, and several questions arise worthy of defining future research agendas. Moreover, the paper introduces relational diagrams depicting the interactions between the objects and the actors involved in the design process and suggests that what is occurring is by no means a simple evolution but a paradigmatic shift in the way artefacts are designed.
数据驱动设计:数字化对产品设计和开发的新挑战
数字化和数据所扮演的重要角色通常被视为一种无处不在的现象,其影响遍及社会和经济的各个方面。设计活动也不能幸免于这一趋势,数字化与设计之间的关系已经有几十年的历史了。然而,当前这种“数据革命”对设计的影响是什么?设计活动将如何改变?由此产生的学者感兴趣的研究问题是什么?企业和教育机构应对这种变化的主要挑战是什么?本文提供了一个全面的概念框架,基于最近的文献和轶事证据的行业。它确定了三个主流:即对设计师的影响,对设计过程的影响以及数据分析方法的作用。反过来,这三个流导致在个人,组织和管理层面的影响,并提出了几个值得确定未来研究议程的问题。此外,本文介绍了关系图,描述了设计过程中涉及的对象和参与者之间的相互作用,并建议正在发生的事情绝不是简单的进化,而是人工制品设计方式的范式转变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Design Science
Design Science ENGINEERING, MANUFACTURING-
CiteScore
4.80
自引率
12.50%
发文量
19
审稿时长
22 weeks
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