Understanding responsibility under uncertainty: A critical and scoping review of autonomous driving systems

IF 5.8 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Frantz Rowe, Maximiliano Jeanneret Medina, Benoit Journé, Emmanuel Coetard, Michael David Myers
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引用次数: 0

Abstract

Autonomous driving systems (ADS) operate in an environment that is inherently complex. As these systems may execute a task without the permission of a human agent, they raise major safety and responsibility issues. To identify the relevant issues for information systems, we conducted a critical and scoping review of the literature from many disciplines. The innovative methodology we used combines bibliometrics techniques, grounded theory, and a critical conceptual framework to analyse the structure and research themes of the field. Our findings show that there are certain ironies in the way in which responsibility for apparently safe autonomous systems is apportioned. These ironies are interconnected and reveal that there remains significant uncertainty and ambiguity regarding the distribution of responsibility between stakeholders. The ironies draw attention to the challenges of safety and responsibility with ADS and possibly other cyber-physical systems in our increasingly digital world. We make seven recommendations related to 1) value sensitive design and system theory approaches; 2) stakeholders’ interests and interactions; 3) task allocation; 4) deskilling; 5) controllability; 6) responsibility (moral and legal); 7) trust. We suggest five areas for future IS research on ADS. These areas are related to socio-technical systems, critical research, safety, responsibility, and trust.
理解不确定性下的责任:对自动驾驶系统的批判性和范围审查
自动驾驶系统(ADS)在复杂的环境中运行。由于这些系统可能会在未经人类代理人许可的情况下执行任务,因此会引发重大的安全和责任问题。为了确定信息系统的相关问题,我们对来自许多学科的文献进行了批判性和范围审查。我们使用的创新方法结合了文献计量学技术、扎根理论和关键的概念框架来分析该领域的结构和研究主题。我们的研究结果表明,对表面上安全的自主系统的责任分配方式具有一定的讽刺意味。这些讽刺是相互关联的,并揭示了利益相关者之间的责任分配仍然存在重大的不确定性和模糊性。具有讽刺意味的是,在我们日益数字化的世界中,ADS和其他网络物理系统的安全和责任挑战引起了人们的关注。我们提出了以下七个建议:1)价值敏感设计和系统理论方法;2)利益相关者的利益与互动;3)任务分配;4)降低;5)可控性;6)责任(道德和法律);7)的信任。我们建议未来IS在ADS研究的五个领域。这些领域与社会技术系统、关键研究、安全、责任和信任有关。
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来源期刊
Journal of Information Technology
Journal of Information Technology 工程技术-计算机:信息系统
CiteScore
10.00
自引率
1.80%
发文量
19
审稿时长
>12 weeks
期刊介绍: The aim of the Journal of Information Technology (JIT) is to provide academically robust papers, research, critical reviews and opinions on the organisational, social and management issues associated with significant information-based technologies. It is designed to be read by academics, scholars, advanced students, reflective practitioners, and those seeking an update on current experience and future prospects in relation to contemporary information and communications technology themes. JIT focuses on new research addressing technology and the management of IT, including strategy, change, infrastructure, human resources, sourcing, system development and implementation, communications, technology developments, technology futures, national policies and standards. It also publishes articles that advance our understanding and application of research approaches and methods.
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