人工人性:短视频平台中用户对AI网红启示反应的多方法探索

IF 7.6 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Crystal T. Lee , Yung-Cheng Shen
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引用次数: 0

摘要

社交媒体的出现导致了人工智能影响者的出现。然而,关于人工智能影响者的能力如何影响消费者观念的研究仍然有限。我们通过对社交媒体上与人工智能影响者相关的12467条用户评论进行文本挖掘分析,解决了这一差距。此外,我们调查了978名人工智能影响者的追随者,采用结构方程模型(SEM)来描述人工智能影响者的启示。主题分析提取了四个关键的人工智能功能,即模式、自主性、指导性和互动性,它们积极塑造了人工智能影响者感知到的人性和信任,进而推动了购买意愿和积极参与。这些发现为人工智能功能的战略使用如何影响人类与人工智能交互中的消费者感知和行为提供了多方法证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial humanity: A multi-method exploration of user responses to AI influencer affordances in short video platform
The advent of social media has led to the emergence of AI influencers. However, research on how affordances by AI influencers shape consumer perceptions remains limited. We addressed this gap by conducting a text-mining analysis of 12,467 user comments on social media related to AI influencers. In addition, we surveyed 978 followers of AI influencers, employing structural equation modeling (SEM) to delineate the affordances of AI influencers. The thematic analysis extracted four key AI affordances, namely modality, autonomy, guidance, and interactivity, that positively shape AI influencers’ perceived humanness and trust, which in-turn drives purchase intention and active engagement. These findings offer multi-method evidence on how the strategic use of AI affordances shapes consumer perceptions and behaviors in human-AI interactions.
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来源期刊
Telematics and Informatics
Telematics and Informatics INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
17.00
自引率
4.70%
发文量
104
审稿时长
24 days
期刊介绍: Telematics and Informatics is an interdisciplinary journal that publishes cutting-edge theoretical and methodological research exploring the social, economic, geographic, political, and cultural impacts of digital technologies. It covers various application areas, such as smart cities, sensors, information fusion, digital society, IoT, cyber-physical technologies, privacy, knowledge management, distributed work, emergency response, mobile communications, health informatics, social media's psychosocial effects, ICT for sustainable development, blockchain, e-commerce, and e-government.
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