感知和欺骗:探索个人对深度假冒的反应,跨越不同的模式
Saifuddin Ahmed1, Hui Wen Chua1
1Nanyang Technological University, Singapore.
Heliyon
|October 9, 2023
概括
这项研究揭示了视频深度假冒被认为更准确,并且比音频或廉价假冒更频繁地分享. 高认知能力降低了所有深度假冒模式的信念和共享.
科学领域:
- 数字媒体研究 数字媒体研究
- 错误信息的心理学 错误信息的心理学
- 人与计算机的交互
背景情况:
- 深度假冒代表了数字虚假信息中日益增长的挑战.
- 了解用户的感知和分享行为对于打击假新闻至关重要.
- 不同模式 (视频,音频,文本) 对深度假冒可信性的影响尚未得到充分研究.
研究的目的:
- 调查不同深度假冒模式 (视频,音频,廉价假冒) 如何影响感知准确性和分享意图.
- 检查认知能力在对深度假冒的易感性中所起的调节作用.
- 区分单模式和多模式对虚假信息信仰的影响.
主要方法:
- 与美国参与者进行在线调查实验.
- 随机分配给三个虚假信息条件:视频深度假冒,音频深度假冒和廉价假冒.
- 对感知索赔准确性和分享意图的分析,以认知能力作为共同变量.
主要成果:
- 视频深度假冒被认为比廉价假冒更准确,但不是音频深度假冒.
- 与会者显示,与音频和廉价假冒相比,视频深度假冒的分享意图更高.
- 具有较高认知能力的个人表现出较低的感知准确性和在所有深度假冒格式中分享意图.
结论:
- 深度假冒不是一个单一的类别;模式显著影响用户的感知和参与.
- 虚假信息的形式 (例如视频与音频) 是其可信度和传播的关键因素.
- 认知能力作为一种保护因素,防止各种深度假冒类型的说服性影响.
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