AI as Arbiter? The Role of Artificial Intelligence in Cyberbullying Report Review Process.

IF 4 2区 心理学 Q1 PSYCHOLOGY, SOCIAL
Sangwook Lee, WooJin Kim, Won-Ki Moon
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引用次数: 0

Abstract

Artificial intelligence (AI) is increasingly encroaching on domains traditionally reserved for humans, including moral judgment. This trend has sparked heated debates, with both strong concerns and optimism about its implications. To contribute to this discourse, this research examines how individuals respond when AI participates in moral evaluations of cyberbullying incidents. We conducted an experiment employing 3 (Reviewer cue: human vs. AI vs. collaboration) × 2 (Roles in cyberbullying incident: victim vs. bystander) between-subjects design. Findings show that the AI reviewer cue indirectly increased perceived decision compliance, report efficacy, and future report intention by activating positive machine heuristics. However, negative machine heuristics did not mediate the effects of AI reviewer cues on perceived report efficacy and future report intention. Human-AI collaboration did not differ significantly from either AI-only or human-only reviewer cues. In addition, although the interaction effect was not significant, planned contrasts suggest that victims may be more likely to perceive the AI reviewer as lacking contextual understanding, whereas bystanders may view it as more objective. This highlights the challenges of using AI-driven judgment in sensitive areas such as cyberbullying, emphasizing the need for practical improvements to enhance reporting systems.

AI作为仲裁者?人工智能在网络欺凌报告审查过程中的作用。
人工智能(AI)正日益侵入传统上属于人类的领域,包括道德判断。这一趋势引发了激烈的争论,人们对其影响既有强烈的担忧,也有乐观的看法。为了促进这一论述,本研究考察了人工智能参与网络欺凌事件的道德评估时个体的反应。我们采用3(审稿人提示:人类vs.人工智能vs.协作)x2(网络欺凌事件中的角色:受害者vs.旁观者)受试者间设计进行了实验。研究结果表明,人工智能审稿人线索通过激活积极的机器启发式间接增加了感知决策遵从性、报告有效性和未来报告意图。然而,负面机器启发式并没有中介人工智能审稿人线索对感知报告效能和未来报告意图的影响。人类与人工智能的合作与仅人工智能或仅人类的审稿人线索没有显著差异。此外,尽管互动效应并不显著,但有计划的对比表明,受害者可能更有可能认为AI评论者缺乏上下文理解,而旁观者可能认为它更客观。这凸显了在网络欺凌等敏感领域使用人工智能驱动的判断所面临的挑战,强调需要进行实际改进以加强报告系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.60
自引率
3.00%
发文量
123
期刊介绍: Cyberpsychology, Behavior, and Social Networking is a leading peer-reviewed journal that is recognized for its authoritative research on the social, behavioral, and psychological impacts of contemporary social networking practices. The journal covers a wide range of platforms, including Twitter, Facebook, internet gaming, and e-commerce, and examines how these digital environments shape human interaction and societal norms. For over two decades, this journal has been a pioneering voice in the exploration of social networking and virtual reality, establishing itself as an indispensable resource for professionals and academics in the field. It is particularly celebrated for its swift dissemination of findings through rapid communication articles, alongside comprehensive, in-depth studies that delve into the multifaceted effects of interactive technologies on both individual behavior and broader societal trends. The journal's scope encompasses the full spectrum of impacts—highlighting not only the potential benefits but also the challenges that arise as a result of these technologies. By providing a platform for rigorous research and critical discussions, it fosters a deeper understanding of the complex interplay between technology and human behavior.
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