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非营利组织Instagram账户的个性及其在内容和像素层面与照片特征的关系。

Personality of nonprofit organizations' Instagram accounts and its relationship with their photos' characteristics at content and pixel levels.

作者信息

Kim Yunhwan

机构信息

College of General Education, Kookmin University, Seoul, South Korea.

出版信息

Front Psychol. 2022 Sep 27;13:923305. doi: 10.3389/fpsyg.2022.923305. eCollection 2022.

Abstract

Nonprofit organizations (NPO) can utilize social networking sites (SNSs) for their activities. Like individual users, they can create SNS accounts, upload posts to show what they are doing, and communicate with other users. Thus, their accounts can be investigated from the same perspective of personality which has been one of the key lenses through which SNS posts of individual users was investigated. In the line of literature that analyzed the personality of non-human objects such as products, stores, brands, and websites, the present research analyzed the personality of NPOs' Instagram accounts using an online AI service. Also, it investigated how their personality traits were related to the characteristics of the uploaded photos at content and pixel levels. The results of analysis of 223,446 photos on 177 Instagram accounts suggested that the personality of NPOs' Instagram accounts can be summarized as being high in openness and agreeableness but low in extraversion and neuroticism. And it was found that openness and agreeableness were the personality traits that associated the most with the photo features. Also, the personality traits of NPOs' Instagram accounts, except neuroticism, were predicted from the photo features with an acceptable level of accuracy. Implications of this research and suggestions for further research were presented.

摘要

非营利组织(NPO)可以利用社交网站(SNS)开展活动。与个人用户一样,它们可以创建SNS账户,上传帖子展示其正在开展的活动,并与其他用户交流。因此,可从个性这一相同视角对它们的账户进行研究,个性一直是研究个人用户SNS帖子的关键视角之一。在分析产品、商店、品牌和网站等非人类对象个性的文献基础上,本研究使用在线人工智能服务分析了非营利组织Instagram账户的个性。此外,研究还在内容和像素层面考察了它们的个性特征与所上传照片的特征之间的关系。对177个Instagram账户上的223446张照片的分析结果表明,非营利组织Instagram账户的个性可概括为开放性和宜人性较高,但外向性和神经质较低。研究发现,开放性和宜人性是与照片特征关联度最高的个性特征。此外,除神经质外,非营利组织Instagram账户的个性特征可根据照片特征以可接受的准确度进行预测。本文还阐述了该研究的意义及对进一步研究的建议。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/455d/9551347/b1c4137ba718/fpsyg-13-923305-g001.jpg

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