New system aligns social media feeds with user reflection

Researchers have developed a system called Compass designed to align social media feeds with users' reflective preferences rather than just immediate impulses. Compass surfaces lightweight, in-situ reflections through notifications to help users articulate their preferences based on their browsing behavior. A 10-day field study on YouTube Shorts with 15 participants showed that Compass encouraged more purposeful feed consumption and preference adjustment, leading to better feed alignment without hindering casual browsing. AI

IMPACT Could lead to more personalized and less addictive social media experiences by prioritizing user reflection.

RANK_REASON The cluster contains a research paper detailing a new system and its evaluation. [lever_c_demoted from research: ic=1 ai=0.7]

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