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Computing·Artificial Intelligence·conceptual

Recommendation Systems and Filter Bubbles

How recommendation systems work: YouTube, Netflix, and shop websites track what you click and find patterns; filter bubbles; the difference between helpful suggestions and manipulation

Suggested ages 7–9

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Evidence of understanding

  • Explain how YouTube or Netflix decides what to suggest next
  • Describe what a 'filter bubble' is (only seeing things similar to what you already like)
  • Give one benefit and one risk of recommendation systems

Assessment prompt

Does Recommendation Systems and Filter Bubbles understand why YouTube keeps suggesting similar videos to ones they've watched, and could they explain how the recommendation system works?

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