People use Pinterest to discover, save and do things that inspire them. Every day, we connect millions of people to billions of Pins, and it’s our mission to present the highest quality content to Pinners. We use machine learning to filter out content that violates our policies for everything from Promoted Pins to spam, but manual moderation is still needed since algorithms can’t cover all of our sophisticated and ever-evolving content policies. Human inspection is always a valuable addition to machine learning pipelines. To facilitate the manual moderation process, we built PinQueue, a generic content review system.
A variety of teams at Pinterest use PinQueue, including:
- The Safety team, to review content that may go against our …