2024-06-12: Paper Summary: Exploring the Use of Personalized AI for Identifying Misinformation on Social Media
Figure 1 Jahanbakhsh et al. Assess tweets with AI assistance (UI used in Step 3). Participants assess each tweet in their feed while seeing AI model predictions. As shown in this screenshot, the user is in the middle of an experiment and has assessed the top tweet, while the rest of the tweets in this feed (for which the AI model predictions are shown) have not been assessed yet. The AI model predictions may change in response to user feedback. The tweets for which the AI predictions have recently changed are shown on the left pane. Newly changed predictions are differentiated visually with a border and a notification icon, similar to the bottom tweet in the image (Figure 3 in original paper ). In recent years, misinformation on social media platforms has been a tremendous concern. The spread of inaccurate or misleading information weakens the credibility of online content and also poses serious threats to social trust, public opinion, and even democratic pro...