Netflix is ditching five-star ratings in favor of a thumbs-up - The Verge

And it will show a percentage to ‘match’ you with shows

Gumption: Thumbs down on Netflix ditching of 5-star ratings for a thumbs-based system

Netflix Replaces Star Ratings with Thumbs Up and Thumbs Down - Subscription Insider

Does Netflix changing its rating system matter? No, because people are still awful, Culture

Simple Surveys: Response Retrieval Inspired by Recommendation Systems - Nandana Sengupta, Nati Srebro, James Evans, 2021

Netflix Is Ditching Stars In Favor of a Thumbs Up or Thumbs Down Rating System

Netflix Ditches Star Ratings, But Will You Give the New System a Thumbs Up?

Gumption: Thumbs down on Netflix ditching of 5-star ratings for a thumbs-based system

Netflix retires star rating system and replaces it with a thumbs up or down

How Netflix is unintentionally honoring Arnold Palmer with its new rating system, This is the Loop

Why Netflix Removed Its 5-Star Ratings - What's on Netflix

Simple Surveys: Response Retrieval Inspired by Recommendation Systems - Nandana Sengupta, Nati Srebro, James Evans, 2021