Putting humans back in the loop: An affordance conceptualization of the 4th industrial revolution

IF 6.5 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Nigel P. Melville, Lionel Robert, Xiao Xiao
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引用次数: 2

Abstract

The current technology epoch—sometimes called the fourth industrial revolution (4IR)—involves the innovative application of rapidly advancing digital technologies such as artificial intelligence. Societal implications of the 4IR are significant and wide-ranging, from life-saving drug development to privacy loss and app addiction. A review of the information systems literature, however, reveals a narrow focus on technology-enabled business benefits. Scant research attention has been paid to the role of humans and humanistic outcomes. To spur new research addressing these issues, formalised affordance theory is employed to develop a new 4IR conceptualization. Four groupings of affordances that capture salient 4IR action possibilities are developed within two categories: machine emulation of human cognition (expansive decision-making and creativity automation) and machine emulation of human communication (relationship with humans and intermachine teaming). Implications are explored in the context of human-machine coworking and the development of artificial intelligence safety regulations. Overall, the affordance conceptualization of the 4IR advances a new sociotechnical lexicon of action possibilities and their joint enactment in achieving humanistic and instrumental outcomes, enabling alignment of the scope of 4IR research with the scope of 4IR phenomena—and bringing humans back into the loop.

让人类回到循环中:第四次工业革命的启示概念
当前的技术时代——有时被称为第四次工业革命(4IR)——涉及人工智能等快速发展的数字技术的创新应用。4IR的社会影响意义重大,范围广泛,从拯救生命的药物开发到隐私丧失和应用成瘾。然而,对信息系统文献的回顾表明,对技术带来的商业效益的关注范围很窄。扫描研究关注的是人类的作用和人文成果。为了推动解决这些问题的新研究,采用形式化的可供性理论来发展新的4IR概念。捕捉显著4IR行动可能性的四组可供性分为两类:人类认知的机器模拟(广泛的决策和创造力自动化)和人类交流的机器仿真(与人类的关系和机器间的团队合作)。在人机协同工作和人工智能安全法规发展的背景下探讨了其意义。总的来说,4IR的可供性概念化推进了一个新的行动可能性的社会技术词汇,以及它们在实现人文和工具结果方面的联合实施,使4IR研究的范围与4IR现象的范围保持一致,并将人类带回循环中。
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来源期刊
Information Systems Journal
Information Systems Journal INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
14.60
自引率
7.80%
发文量
44
期刊介绍: The Information Systems Journal (ISJ) is an international journal promoting the study of, and interest in, information systems. Articles are welcome on research, practice, experience, current issues and debates. The ISJ encourages submissions that reflect the wide and interdisciplinary nature of the subject and articles that integrate technological disciplines with social, contextual and management issues, based on research using appropriate research methods.The ISJ has particularly built its reputation by publishing qualitative research and it continues to welcome such papers. Quantitative research papers are also welcome but they need to emphasise the context of the research and the theoretical and practical implications of their findings.The ISJ does not publish purely technical papers.
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