How a Feed Ranks, step by step
The general shape most recommender systems share.
- Candidate generationThousands of possible items retrieved from a far larger pool.
- PredictionA model scores each for the chance you click, watch, reply or share.
- WeightingPredictions combine into one score. The weights are the editorial policy.
- FilteringPolicy demotions, duplicates and diversity constraints applied.
- OrderingThe final list, personalised and re-ranked at the moment of request.
Publishers see the weights only through their outcomes. A weight change looks identical to an audience losing interest.
Questions about the How a Feed Ranks poster
- What’s on the How a Feed Ranks poster?
- 5 numbered steps. The general shape most recommender systems share. Candidate generation — Thousands of possible items retrieved from a far larger pool.; Prediction — A model scores each for the chance you click, watch, reply or share.; Weighting — Predictions combine into one score. The weights are the editorial policy.; Filtering — Policy demotions, duplicates and diversity constraints applied.; Ordering — The final list, personalised and re-ranked at the moment of request.. Publishers see the weights only through their outcomes. A weight change looks identical to an audience losing interest.
- Who is the How a Feed Ranks poster for?
- How a Feed Ranks belongs to the Communications & Media section rather than to a school year, because humanities is not something one grade owns. Anyone learning digital & platforms can pin it up — a beginner, a student mid-course, or someone revising years later.
- When should you use the How a Feed Ranks poster?
- When explaining why reach fell without anything about the content changing. A wall chart earns its place by being glanceable from where the work is happening, so How a Feed Ranks belongs on the wall where that humanities work actually happens, within glancing distance, rather than filed away.
- What other posters go with How a Feed Ranks?
- Engagement Metrics, Feedback Loops and The Attention Economy sit alongside How a Feed Ranks in the Communications & Media section. Printed together they make a wall rather than a single sheet, which is how a reference set actually gets used.Engagement MetricsFeedback LoopsThe Attention Economy
- Is the How a Feed Ranks poster free to download and print?
- Yes. How a Feed Ranks downloads as a free PDF with no account, no email and no watermark, like everything else in the Communications & Media section. Print as many copies as you like for a home, a classroom, a library or a tutoring group; reselling the file is the only thing the licence rules out.Read the licence
- What size does the How a Feed Ranks poster print at?
- How a Feed Ranks is a vector PDF laid out for US Letter, and prints on A4 with Fit to page — the same file, no separate download. Because every mark on it is drawn rather than photographed, it stays sharp enlarged to A3, A2 or A1 at a copy shop. Colour carries emphasis only, so a greyscale print of How a Feed Ranks loses nothing.Printing guide
Related posters
Charts that sit alongside How a Feed Ranks on the same wall.
Engagement Metrics
Communications & Media
Feedback Loops
Communications & Media
The Attention Economy
Communications & Media
Reading Analytics
Communications & Media
The Creator Economy
Communications & Media
Dark Patterns
Communications & Media
Filter Bubbles & Echo Chambers
Communications & Media
How Platforms Make Money
Communications & Media
Browse every Communications & Media poster, or start from the full catalogue.