Effects of AI understanding-training on AI literacy, usage, self-determined interactions, and anthropomorphization with voice assistants

IF 4.1 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers and Education Open Pub Date : 2024-04-04 DOI:10.1016/j.caeo.2024.100176
André Markus , Jan Pfister , Astrid Carolus , Andreas Hotho , Carolin Wienrich
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Abstract

Intelligent voice assistants (IVAs) such as Alexa or Siri are voice-based Artificial Intelligence systems that help users with various everyday tasks using simple voice commands. However, users often only have a superficial understanding of how the Artificial Intelligence (AI) integrated into IVAs works, which leads to misunderstandings and potential risks of use. To promote self-determined interaction with IVAs, the development of specific AI-related skills, such as a comprehensive understanding of AI, is crucial. Based on learning psychology and media pedagogy principles, two online training modules were developed to deepen the understanding of AI concerning IVAs and enable self-determined interaction. A total of 99 participants took part in the training. The results show that the training promotes both understanding of AI and AI literacy. It also increases the intention to use IVAs, promotes a positive attitude, and enhances the willingness for self-determined interaction. In addition, the training contributes to a more realistic assessment of the IVAs' capabilities and reduces anthropomorphic perceptions. Overall, the study emphasizes the relevance of specific AI skills and shows how targeted training can contribute to improving these skills. Thus, the present work contributes to improving the availability of digital education programs.

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人工智能理解培训对人工智能素养、使用、自主互动以及语音助手拟人化的影响
Alexa 或 Siri 等智能语音助手(IVA)是基于语音的人工智能系统,可通过简单的语音命令帮助用户完成各种日常任务。然而,用户对集成在 IVA 中的人工智能(AI)的工作原理往往只有肤浅的了解,从而导致误解和潜在的使用风险。为了促进自主地与 IVA 互动,培养与人工智能相关的特定技能至关重要,例如对人工智能的全面理解。根据学习心理学和媒体教育学原理,我们开发了两个在线培训模块,以加深对人工智能与交互式自动售票机的理解,并实现自主互动。共有 99 人参加了培训。结果表明,培训既促进了对人工智能的理解,也提高了人工智能素养。培训还提高了使用 IVA 的意愿,促进了积极的态度,增强了自主互动的意愿。此外,培训还有助于更真实地评估 IVA 的能力,减少拟人化的看法。总之,本研究强调了特定人工智能技能的相关性,并展示了有针对性的培训如何有助于提高这些技能。因此,本研究有助于提高数字教育项目的可用性。
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