中文题名: | 生成式AI时代威胁感知和能力感知对AI接受度的影响:身份差异和任务特征的作用 |
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保密级别: | 公开 |
论文语种: | chi |
学科代码: | 071101 |
学科专业: | |
学生类型: | 学士 |
学位: | 理学学士 |
学位年度: | 2024 |
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提交日期: | 2024-05-30 |
答辩日期: | 2024-05-09 |
外文题名: | THE IMPACT OF PERCEIVED THREATS AND PERCEIVED COMPETENCE ON AI ACCEPTANCE IN THE GENERATIVE AI ERA: THE ROLE OF IDENTITY DIFFERENCES AND TASK CHARACTERISTICS |
中文关键词: | |
外文关键词: | Generative AI acceptance ; Perceived threats ; Perceived competence ; Identity differences ; Task characteristics |
中文摘要: |
生成式AI迅速发展,其应用在收到积极推广的同时也饱受争议。目前对生成式AI接受度的研究仍然较少,本研究从影响接受度的拉力和推力以及人-机-环境系统的视角出发,探究威胁感知和能力感知对接受度的核心预测作用,以及人类身份差异、AI身份差异、任务价值和任务类型对感知和态度的影响。研究1证明了不同的威胁感知和能力感知对接受度的影响。研究2a-b证明了任务价值、人类身份差异和AI身份差异对大众对AI的感知的不同影响。研究3证明了任务类型对特定威胁感知的影响。研究建立了影响生成式AI接受度的推拉力模型和“人-AI-任务”影响框架,丰富了对生成式AI接受情况的认识,同时为生成式AI的合理应用及人机协作提供指导。 |
外文摘要: |
Generative AI is rapidly growing and its applications are controversial while receiving positive promotion. There are still few studies on the acceptance of generative AI. This study explores the core predictive roles of perceived threats and perceived competence on acceptance, as well as the effects of human identity, AI identity, task value and task type on perceptions and attitudes from the perspective of pull and push forces affecting acceptance, as well as the Human-Machine-Environment (HME) system. Study 1 demonstrated the effects of perceived threats and perceived competence on acceptance. Studies 2a-b demonstrated the differential impact of task value, human identity, and AI identity on perceptions of AI. Study 3 demonstrated the impact of task type on specific perceived threats. The study establishes the push-pull model and "human-AI-task" framework that affects the acceptance of generative AI, which enriches the understanding of the acceptance of generative AI, and provides guidance for the rational application of generative AI and human-AI collaboration. |
参考文献总数: | 79 |
馆藏号: | 本071101/24014 |
开放日期: | 2025-05-30 |