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cs.HC2026
Echoes in the Algorithm: Analyzing the Fidelity of User Preferences Against Realized Platform Reach
Emelia Hughes, Tim Weninger
What does popular content look like when platforms withhold the usual cues? On TikTok, users still form impressions about which videos are taking off even when likes and view count…
cs.HC2026
Ephemeral Feeds and Enduring Rituals: RushTok and the Formation of Event-Based Algorithmic Communities
Emelia Hughes, Tim Weninger
Each August, TikTok's For You page turns the University of Alabama's sorority recruitment into RushTok. We examine RushTok as an event-based algorithmic community: a collective ass…