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dansup
dansup
@dansup@mastodon.social  ·  activity timestamp last month

The magic of the Loops For You Algorithm, explained ⬇️

#Loops #ForYouFeed #OpenAlgorithms

How the Loops For You Algorithm works, it visualizes how the platform selects videos for users when using the For You feed.

It shows a flowchart starting from a user request, branching based on whether the user is new (receiving a "Popular & Discovery Focus") or returning (receiving a "Personalized Focus"). Three content sources—Personalized, Popular, and Discovery streams—are filtered for hidden creators or already-seen content and fed into a central Scoring & Ranking Engine chip icon. Below this engine, a pie chart details the scoring weights: Engagement (35%), Personalization (30%), Freshness (25%), and Creator Quality (10%). The engine outputs the final "Ranked 'For You' Feed." A feedback loop shows user actions updating interest data for future recommendations. A prominent section in the bottom right emphasizes User Control with a trash can icon, stating users can "Clear Recommendation Data at Any Time (Resets Interests & Hidden Creators).
How the Loops For You Algorithm works, it visualizes how the platform selects videos for users when using the For You feed. It shows a flowchart starting from a user request, branching based on whether the user is new (receiving a "Popular & Discovery Focus") or returning (receiving a "Personalized Focus"). Three content sources—Personalized, Popular, and Discovery streams—are filtered for hidden creators or already-seen content and fed into a central Scoring & Ranking Engine chip icon. Below this engine, a pie chart details the scoring weights: Engagement (35%), Personalization (30%), Freshness (25%), and Creator Quality (10%). The engine outputs the final "Ranked 'For You' Feed." A feedback loop shows user actions updating interest data for future recommendations. A prominent section in the bottom right emphasizes User Control with a trash can icon, stating users can "Clear Recommendation Data at Any Time (Resets Interests & Hidden Creators).
How the Loops For You Algorithm works, it visualizes how the platform selects videos for users when using the For You feed. It shows a flowchart starting from a user request, branching based on whether the user is new (receiving a "Popular & Discovery Focus") or returning (receiving a "Personalized Focus"). Three content sources—Personalized, Popular, and Discovery streams—are filtered for hidden creators or already-seen content and fed into a central Scoring & Ranking Engine chip icon. Below this engine, a pie chart details the scoring weights: Engagement (35%), Personalization (30%), Freshness (25%), and Creator Quality (10%). The engine outputs the final "Ranked 'For You' Feed." A feedback loop shows user actions updating interest data for future recommendations. A prominent section in the bottom right emphasizes User Control with a trash can icon, stating users can "Clear Recommendation Data at Any Time (Resets Interests & Hidden Creators).
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Federation Bot
Federation Bot
@Federation_Bot replied  ·  activity timestamp last month

@dansup hopefully as the userbase grows, itll repeat content less. That and I need a filter to kill AI content on my feed.

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dansup
dansup
@dansup@mastodon.social replied  ·  activity timestamp last month

@LittlePolarBear Yes, an AI filter is coming!

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