Folk Beliefs of Artificial Intelligence and Robots

IF 3.8 2区 计算机科学 Q2 ROBOTICS
Liying Xu, Yuyan Zhang, Feng Yu, Xiaojun Ding, Jiahua Wu
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Abstract

Artificial intelligence (AI) and robots have the potential to revolutionize society, with impacts ranging from the broadest reaches of industry and policy to the minutiae of daily life. The extent to which AI-based technologies can bring benefits to human society depends on how people perceive them––folk beliefs of AI and robots. The present paper aims to gain insights into people’s perspectives on artificial intelligence and robots by examining their folk beliefs. In Study 1, we explored folk beliefs regarding general artificial intelligence and robots using metaphor nomination (Phase 1, N = 99), factor analysis (Phase 2, N = 267), and semantic analysis (Phase 3). Results indicated three primary folk beliefs for AI: the unknown, the assistants, and the machines. For robots, three primary folk beliefs emerged: the assistants, the companions, and the tools. In Study 2, we investigated folk beliefs about robots in various application contexts through free listing (Phase 1, N = 82) and factor analysis (Phase 2, N = 300). Results revealed four folk beliefs for companion robots: companion ability, applicable target, social consequence, and technology. Additionally, four folk beliefs emerged for education robots: educational ability, advantage, disadvantage, and technology, while medical robots were associated with five folk beliefs: medical ability, advancement, social consequence, disadvantage, and technology. This research is the first step in examining how ordinary people conceptualize artificial intelligence and robots through folk theories, unveiling several directions for future research reference. Our findings also revealed that lay people’s perceptions of artificial intelligence and robots are shaped by social cognitive processes. This also implies that the methods of folk theories can be utilized to investigate people’s social cognitive processes. The current study carries practical significance for the designers and manufacturers of AI and robots, guiding aspects such as the professional capabilities of artificial intelligence and robots, potential negative social consequences, and the needs of specific user groups.

关于人工智能和机器人的民间信仰
人工智能(AI)和机器人有可能彻底改变社会,影响范围从最广泛的产业和政策到日常生活的细枝末节。人工智能技术能在多大程度上造福人类社会,取决于人们如何看待它们--即民间对人工智能和机器人的看法。本文旨在通过研究人们的民间信仰,深入了解他们对人工智能和机器人的看法。在研究 1 中,我们使用隐喻提名(第 1 阶段,人数 = 99)、因子分析(第 2 阶段,人数 = 267)和语义分析(第 3 阶段)探讨了有关一般人工智能和机器人的民间信仰。结果显示,人工智能有三种主要的民间信念:未知、助手和机器。对于机器人,则出现了三种主要的民间信念:助手、伙伴和工具。在研究 2 中,我们通过自由列表(第 1 阶段,N = 82)和因子分析(第 2 阶段,N = 300)调查了在各种应用背景下有关机器人的民间信念。结果显示,陪伴机器人有四种民间信念:陪伴能力、适用目标、社会后果和技术。此外,教育机器人出现了四种民间信念:教育能力、优势、劣势和技术,而医疗机器人则与五种民间信念相关:医疗能力、进步、社会后果、劣势和技术。这项研究是通过民间理论研究普通人如何看待人工智能和机器人的第一步,揭示了未来研究的几个参考方向。我们的研究结果还显示,普通人对人工智能和机器人的认知是由社会认知过程形成的。这也意味着可以利用民间理论的方法来研究人们的社会认知过程。本研究对人工智能和机器人的设计者和制造商具有现实意义,对人工智能和机器人的专业能力、潜在的负面社会后果以及特定用户群体的需求等方面具有指导意义。
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来源期刊
CiteScore
9.80
自引率
8.50%
发文量
95
期刊介绍: Social Robotics is the study of robots that are able to interact and communicate among themselves, with humans, and with the environment, within the social and cultural structure attached to its role. The journal covers a broad spectrum of topics related to the latest technologies, new research results and developments in the area of social robotics on all levels, from developments in core enabling technologies to system integration, aesthetic design, applications and social implications. It provides a platform for like-minded researchers to present their findings and latest developments in social robotics, covering relevant advances in engineering, computing, arts and social sciences. The journal publishes original, peer reviewed articles and contributions on innovative ideas and concepts, new discoveries and improvements, as well as novel applications, by leading researchers and developers regarding the latest fundamental advances in the core technologies that form the backbone of social robotics, distinguished developmental projects in the area, as well as seminal works in aesthetic design, ethics and philosophy, studies on social impact and influence, pertaining to social robotics.
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