基于网络母题的人工智能伦理观点的案例分析

Tengfei Shao, Yuya Ieiri, Hitoyoshi Hosoya, Reiko Hishiyama
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摘要

人工智能(AI)技术的发展对社会产生了重大影响。与此同时,人工智能涉及的伦理问题日益严重,人工智能伦理作为一个活跃的研究和讨论话题引起了人们的关注。人们普遍认为,道德教育在解决这些新出现的问题方面发挥着至关重要的作用。在本研究中,我们提出了一个基于案例方法的模型,该模型使用网络母题来分析教育后果,以解决人工智能的一些伦理问题。我们根据观点文本数据的网络分析来评估该方法,以了解参与者在使用案例方法之前和之后观点的变化。实验结果验证了我们提出的方法,分析结果表明,参与案例后,参与者对AI伦理的看法发生了一定程度的变化。
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An Analysis of Opinions on AI Ethics Based on Network Motifs using the Case Method
The development of artificial intelligence (AI) technologies has led to significant impacts on society. Simultaneously, the ethical issues involved in AI have become increasingly serious, and AI ethics has attracted attention as a topic of active research and discussion. Education in ethics is widely understood to play a crucial role in solving these emerging issues. In this study, we propose a model developed to address some ethical issues of AI based on the case method using network motifs to analyze educational consequences. We evaluated the method in terms of a network analysis of textual data of opinions to understand the changes in participants' perspectives before and after their experience with the case method. The experimental results validated the method we proposed, and the results of the analysis show that the participants’ opinions on the ethics of AI changed to some extent after participating in the case.
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