Recommendation Systems and Filter Bubbles
Computing · Artificial Intelligence · conceptual
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
What mastery looks like
- 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
Check your understanding
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?
Prerequisites
Required first
Helpful