是故意的还是被设计的? 立场归因对生成AI服务故障认知处理的影响
Dong Lv1, Rui Sun1,2, Qiuhua Zhu1
1School of Business Administration, Huaqiao University, Quanzhou 362021, China.
Brain sciences
|October 25, 2024
概括
生成性AI中的姿态归因解释在服务故障期间显著影响用户的心理模型. 了解这些认知冲突是提高人机交互质量的关键.
科学领域:
- 人与计算机的交互
- 人工智能的人工智能
- 认知科学 认知科学
背景情况:
- 生成性人工智能市场的扩张需要研究人类与计算机交互中的认知冲突.
- 现有的研究缺乏 HCI 设计中用户认知冲突和姿势归因解释的深度.
研究的目的:
- 调查生成AI中的任务类型和立场归因解释如何影响用户在服务故障期间的认知处理.
- 了解这些因素对用户心理模型和对AI服务故障的反应的影响.
主要方法:
- 基于心理模型理论的基础.
- 采用了一种改进的奇怪模式.
- 利用与事件相关的光谱扰动 (ERSP) 和功能连接分析.
主要成果:
- 设计立场解释导致了情感与机械任务失败的theta频段中较低的ERSP和阶段锁定值 (PLV).
- 与设计立场解释相比,故意立场解释导致情感任务失败的theta带ERSP和PLV更高.
结论:
- 立场归因解释显著塑造用户对AI的心理模型.
- 这些心理模型受到解释的影响,决定用户对人工智能服务故障的反应.
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