住宿
心理学
出租
社会化媒体
情感(语言学)
社交暗示
价值(数学)
面部表情
社会心理学
广告
业务
沟通
计算机科学
机器学习
万维网
神经科学
法学
政治学
作者
Tianyu Han,Jian-Wu Bi,Zi‐Han Wei,Yanbo Yao
标识
DOI:10.1016/j.tourman.2024.104884
摘要
While previous studies have examined social and emotional value through textual cues, the precise impact of these values conveyed by hosts' facial images, as depicted in their profile photos, on consumer booking intentions is unclear. This study aims to fill this gap by exploring how these values from hosts' facial images affect consumer's booking intentions. To this end, we proposed a deep learning framework to evaluate the social and emotional signals conveyed through hosts' facial images. Then, using data from 44,583 listings in six major US cities, we find a positive correlation between the social signal and consumer's booking intention, while the emotional signal shows a U-shaped relationship. Additionally, the impact of social and emotional signals differs across room type, with non-entire rental consumers more likely to be influenced by social signals and entire room consumers by emotional signals. Our findings emphasize the significance of non-functional values in P2P accommodation.
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