~/talk

Community First: Yelp's Unconventional Approach...

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Yelp reports 1.3 million active iPhone users and is north of 10 million reviews, adding roughly a million reviews every 2½–3 months. Spam is a minority but filtered by a proprietary review filter and a moderation team plus Mechanical Turk with multi-review checks. Hadoop processes web logs for “people who viewed this also viewed” and sentiment-driven review highlights. Mobile features like Monocle augmented reality and check‑ins drive a 40–50% mobile traffic jump and large increases in tips and photos.

AI-written summary · about

  1. 0:00Intro
  2. 1:00How has Yelp grown
  3. 2:00How much of Yelps revenue comes from reviews
  4. 4:00Using Mechanical Turk
  5. 5:00Using Hadoop
  6. 6:00Review Highlights
  7. 7:00Yelps Best Effort
  8. 8:00Monocle
  9. 10:00Easter Egg
  10. 11:00Checkins
  11. 12:00Engagement
  12. 13:00How many businesses have claimed their pages
  13. 14:00Yelps review filter
  14. 15:00Unfiltered reviews
  15. 17:00Business Listings
  16. 18:00The Local Industry
  17. 19:00Mobile
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