Misinformation spread through social media has become a fundamental challenge in modern society. Recent studies have evaluated various strategies for addressing this problem, such as by modifying social media platforms or educating people about misinformation, to varying degrees of success. Our goal is to develop a new strategy for countering misinformation: intelligent tools that encourage social media users to foster metacognitive skills "in the wild." As a first step, we conducted focus groups with social media users to discover how they can be best supported in combating misinformation. Qualitative analyses of the discussions revealed that people find it difficult to detect misinformation. Findings also indicated a need for but lack of resources to support cross-validation of information. Moreover, misinformation had a nuanced emotional impact on people. Suggestions for the design of intelligent tools that support social media users in information selection, information engagement, and emotional response management are presented.
翻译:通过社交媒体传播错误信息已成为现代社会的一项根本挑战。最近的研究评估了解决这一问题的各种战略,例如修改社交媒体平台或教育人们了解错误信息,取得了不同程度的成功。我们的目标是制定打击错误信息的新战略:鼓励社交媒体用户培养“野外”内分辨技能的智能工具。作为第一步,我们与社交媒体用户一起开展了焦点小组活动,以了解他们如何在打击错误信息方面得到最佳支持。对讨论的定性分析显示,人们发现错误信息很难发现。调查结果还显示,需要但缺乏支持信息交叉验证的资源。此外,错误信息对人们产生了细微的情感影响。还提出了设计支持社交媒体用户在信息选择、信息参与和情感反应管理方面提供支持的智能工具的建议。