algorithmic choice & control
Bluesky "For You" feed playground
linklonk.com
Instagram Tests Reels Algorithm Control Options
socialmediatoday.com
Bonsai implements a platform-agnostic framework comprising Planning, Sourcing, Curating, and Ranking modules
BONSAI: Intentional and Personalized Social Media Feeds
Bonsai: Intentional and Personalized Social Media Feeds
arxiv.org
End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting
arxiv.orgIn this work, we compare three strategies—(1) example labeling, (2) rule writing, and (3) large language model (LLM) prompting—for end users to build personal content classifiers
Similarly, some users want to categorize their emails into more fine-grained folders other than the default “Spam” or “Promotions” folders [ 63 , 98 ]. As a result, there have been growing calls to empower end users to customize content curation classi-fiers [ 42 , 43 ]. In particular, researchers have argued for personal content moderation tools... See more
End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting
We found that writing prompts generally allowed participants to create personal content filters with higher performance more quickly, primarily driven by having the highest recall despite comparable precision across conditions.