区分真假新闻网站的“第一印象”有多可靠?

Dongcheng. Huang, Yige Zhu, Eni Mustafaraj
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引用次数: 1

摘要

在信息日益密集的网络中,我们如何确保自己不会被不可靠的信息所迷惑?为了设计更好的网络素养实践来评估在线信息,我们需要了解人们在时间限制下如何看待不熟悉的网站的可信度。他们能把真正的新闻网站评为更可信的,而把假新闻网站评为不可信的吗?我们通过一项实验研究调查了这个研究问题,42名参与者(平均年龄为28.3岁)被要求在不同的时间条件下(6秒,12秒,20秒)和不同的广告处理(有或没有广告)下对各种“真实新闻”(n = 14)和“假新闻”(n = 14)网站的可信度进行评级。参与者没有访问网站进行可信性评估;相反,他们与网站屏幕截图的图像进行交互,这些图像经过修改,删除了任何提到网站名称的内容,以避免名称识别的影响。参与者给每个网站的可信度打分,从1到7,并在后续访谈中为他们的可信度评分提供理由。通过假设检验,我们发现,尽管参与者接触每个网站的时间有限(在6到20秒之间),但他们很擅长区分真假新闻网站,真实新闻网站总体上被评为比假新闻网站更可信。我们的研究结果与著名的心理学“第一印象”理论一致,该理论确立了人类从面孔中推断性格特征的能力。也就是说,参与者可以从网站上快速推断出有意义的视觉和内容线索,这有助于他们做出正确的可信度评估决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How Dependable are "First Impressions" to Distinguish between Real and Fake NewsWebsites?
In an increasingly information-dense web, how do we ensure that we do not fall for unreliable information? To design better web literacy practices for assessing online information, we need to understand how people perceive the credibility of unfamiliar websites under time constraints. Would they be able to rate real news websites as more credible and fake news websites as less credible? We investigated this research question through an experimental study with 42 participants (mean age = 28.3) who were asked to rate the credibility of various "real news'' (n = 14) and "fake news'' (n = 14) websites under different time conditions (6s, 12s, 20s), and with a different advertising treatment (with or without ads). Participants did not visit the websites to make their credibility assessments; instead, they interacted with the images of website screen captures, which were modified to remove any mention of website names, to avoid the effect of name recognition. Participants rated the credibility of each website on a scale from 1 to 7 and in follow-up interviews provided justifications for their credibility scores. Through hypothesis testing, we find that participants, despite limited time exposure to each website (between 6 and 20 seconds), are quite good at the task of distinguishing between real and fake news websites, with real news websites being overall rated as more credible than fake news websites. Our results agree with the well-known theory of "first impressions'' from psychology, that has established the human ability to infer character traits from faces. That is, participants can quickly infer meaningful visual and content cues from a website, that are helping them make the right credibility evaluation decision.
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