Computing // Artificial Intelligence

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

Ages
7 to 9
Type
Concept
Builds on
2 topics
Leads to
1 topic

Quick check

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

Ask this to see whether the topic is secure.

Topic // Mastery

What mastery looks like

What a learner can do once this topic is secure.
  • 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

Topic // Map

Where this fits

What to learn first and what this topic opens up, with the reason for each link. Required links come first.
  • RequiredMust come first
  • HelpfulHelps, but not essential

Before this

2 topics

You are here

Recommendation Systems and Filter Bubbles

Ages 7 to 9 // Concept

Leads to

1 topic
  • AI Data Collection and PrivacyRequired

    Artificial Intelligence // Ages 9 to 11

    Must understand recommendation systems before grasping broader data collection and privacy

Computing // Artificial Intelligence

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